-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathsearchindex.js
1 lines (1 loc) · 163 KB
/
searchindex.js
1
Search.setIndex({docnames:["chapter_appendix-math-and-keywords-translations/index","chapter_appendix-mathematics-for-deep-learning/eigendecomposition","chapter_appendix-mathematics-for-deep-learning/geometry-linear-algebric-ops","chapter_appendix-mathematics-for-deep-learning/index","chapter_appendix-mathematics-for-deep-learning/information-theory","chapter_appendix-mathematics-for-deep-learning/integral-calculus","chapter_appendix-mathematics-for-deep-learning/maximum-likelihood","chapter_appendix-mathematics-for-deep-learning/multivariable-calculus","chapter_appendix-mathematics-for-deep-learning/naive-bayes","chapter_appendix-mathematics-for-deep-learning/random-variables","chapter_appendix-mathematics-for-deep-learning/single-variable-calculus","chapter_appendix-mathematics-for-deep-learning/statistics","chapter_introduction/index","chapter_notation/index","chapter_preface/index","chapter_preliminaries/autograd","chapter_preliminaries/calculus","chapter_preliminaries/index","chapter_preliminaries/linear-algebra","chapter_preliminaries/lookup-api","chapter_preliminaries/ndarray","chapter_preliminaries/pandas","chapter_preliminaries/probability","chapter_references/zreferences","index"],envversion:{"sphinx.domains.c":1,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":1,"sphinx.domains.javascript":1,"sphinx.domains.math":2,"sphinx.domains.python":1,"sphinx.domains.rst":1,"sphinx.domains.std":1,"sphinx.ext.viewcode":1,sphinx:56},filenames:["chapter_appendix-math-and-keywords-translations/index.rst","chapter_appendix-mathematics-for-deep-learning/eigendecomposition.rst","chapter_appendix-mathematics-for-deep-learning/geometry-linear-algebric-ops.rst","chapter_appendix-mathematics-for-deep-learning/index.rst","chapter_appendix-mathematics-for-deep-learning/information-theory.rst","chapter_appendix-mathematics-for-deep-learning/integral-calculus.rst","chapter_appendix-mathematics-for-deep-learning/maximum-likelihood.rst","chapter_appendix-mathematics-for-deep-learning/multivariable-calculus.rst","chapter_appendix-mathematics-for-deep-learning/naive-bayes.rst","chapter_appendix-mathematics-for-deep-learning/random-variables.rst","chapter_appendix-mathematics-for-deep-learning/single-variable-calculus.rst","chapter_appendix-mathematics-for-deep-learning/statistics.rst","chapter_introduction/index.rst","chapter_notation/index.rst","chapter_preface/index.rst","chapter_preliminaries/autograd.rst","chapter_preliminaries/calculus.rst","chapter_preliminaries/index.rst","chapter_preliminaries/linear-algebra.rst","chapter_preliminaries/lookup-api.rst","chapter_preliminaries/ndarray.rst","chapter_preliminaries/pandas.rst","chapter_preliminaries/probability.rst","chapter_references/zreferences.rst","index.rst"],objects:{},objnames:{},objtypes:{},terms:{"12x":7,"16khz":12,"1700s":11,"1xy":5,"20th":11,"24x":7,"28k":12,"2_n":11,"2_x":9,"2a_1":2,"2ax":[7,10],"2c_":7,"2p_x":9,"2xe":5,"2xy":7,"32k":12,"3890562e":20,"3x_1":16,"4598148e":20,"4xy":[7,9],"64k":12,"7182817e":20,"8khz":12,"90s":12,"9809580e":20,"\u0622\u062e\u0631":[12,14],"\u0622\u0644\u0627\u0641":12,"\u0622\u0644\u064a":[12,14],"\u0623":14,"\u0623\u0628\u0639\u0627\u062f":[12,20],"\u0623\u0628\u0639\u0627\u062f\u0647":20,"\u0623\u0628\u0648\u0627\u0628\u0627":12,"\u0623\u062b\u0646\u0627\u0621":[12,20],"\u0623\u062c\u0632\u0627\u0621":14,"\u0623\u062c\u0644":12,"\u0623\u062c\u0647\u0632\u0629":12,"\u0623\u062d\u062f":12,"\u0623\u062d\u062f\u062b":14,"\u0623\u062d\u062f\u0647\u0645":12,"\u0623\u062d\u062f\u0647\u0645\u0627":14,"\u0623\u062d\u0633\u0646":12,"\u0623\u062d\u064a\u0627\u0646":[12,14],"\u0623\u062e\u0631\u0649":[0,12,14,20],"\u0623\u062e\u0635":12,"\u0623\u062e\u0637\u0627\u0621":12,"\u0623\u062e\u064a\u0631":12,"\u0623\u062f":[12,14],"\u0623\u062f\u0627\u0621":12,"\u0623\u062f\u0627\u0626\u0647\u0627":12,"\u0623\u062f\u062e\u0644\u062a":12,"\u0623\u062f\u0631\u0643":12,"\u0623\u062f\u0646\u0627\u0647":[12,13],"\u0623\u062f\u0648\u0627\u062a":14,"\u0623\u062f\u0648\u0627\u062a\u0646\u0627":14,"\u0623\u0630\u0643\u0649":12,"\u0623\u0631\u062f\u0646\u0627":12,"\u0623\u0632\u0645\u0629":14,"\u0623\u0633\u0626\u0644\u0629":14,"\u0623\u0633\u0627\u0633\u064a":[12,20],"\u0623\u0633\u0627\u0633\u064a\u0627\u062a":[12,14],"\u0623\u0633\u0627\u0644\u064a\u0628":12,"\u0623\u0633\u0641\u0644":12,"\u0623\u0633\u0644\u0627\u0641":14,"\u0623\u0633\u0645\u0627\u0621":[14,20],"\u0623\u0633\u0647\u0644":12,"\u0623\u0634\u0643\u0644":12,"\u0623\u0635\u0628\u062d":12,"\u0623\u0635\u063a\u0631":12,"\u0623\u0635\u063a\u0631\u0646\u0627":14,"\u0623\u0637":14,"\u0623\u0637\u0644\u0642":12,"\u0623\u0637\u0644\u0642\u0646\u0627":14,"\u0623\u0637\u0648\u0627\u0644":12,"\u0623\u0638\u0641\u062a":0,"\u0623\u0639\u062f\u0627\u062f":20,"\u0623\u0639\u0644\u0649":12,"\u0623\u0639\u0645\u0642":12,"\u0623\u0639\u064a\u0646\u0646\u0627":12,"\u0623\u0641\u0636\u0644":[12,14],"\u0623\u0642\u0631\u0628":[0,12],"\u0623\u0642\u0633\u0627\u0645":14,"\u0623\u0642\u0635\u0649":14,"\u0623\u0642\u0644":[12,14],"\u0623\u0643\u0627\u062f\u064a\u0645\u064a":14,"\u0623\u0643\u0627\u0646":14,"\u0623\u0643\u0628\u0631":[12,14],"\u0623\u0643\u062b\u0631":[12,14,20],"\u0623\u0643\u0648\u0627\u062f":14,"\u0623\u0644\u0627":12,"\u0623\u0644\u0639\u0627\u0628":14,"\u0623\u0644\u0643\u0633":12,"\u0623\u0645":[12,20],"\u0623\u0645\u062b\u0644\u0629":[12,14,20],"\u0623\u0645\u0631":12,"\u0623\u0646":[12,14,17,20],"\u0623\u0646\u062a":14,"\u0623\u0646\u0638\u0645\u0629":[12,14],"\u0623\u0646\u0641\u0633\u0647\u0645":12,"\u0623\u0646\u0643":14,"\u0623\u0646\u0646\u0627":12,"\u0623\u0646\u0647":[12,14],"\u0623\u0646\u0647\u0627":[12,14],"\u0623\u0646\u0648\u0627\u0639":24,"\u0623\u0646\u064a\u0642":14,"\u0623\u0646\u064a\u0642\u0629":14,"\u0623\u0647\u0645\u064a":12,"\u0623\u0648":[12,14,20],"\u0623\u0648\u0644":14,"\u0623\u0648\u0644\u0627":[12,14,20],"\u0623\u0648\u0644\u0649":0,"\u0623\u064a":[12,14,20],"\u0623\u064a\u0636":12,"\u0623\u064a\u0636\u0627":[12,20],"\u0624":[12,14],"\u0624\u062f":14,"\u0624\u0649":14,"\u0624\u064a\u0629":14,"\u0625\u0628\u0631\u0627\u0632":14,"\u0625\u062a\u0627\u062d\u0629":14,"\u0625\u062b\u0627\u0631\u0629":12,"\u0625\u062c\u0627\u0628\u0627\u062a":14,"\u0625\u062c\u062a\u0647\u062f\u062a":0,"\u0625\u062c\u0631\u0627\u0621":14,"\u0625\u062c\u0645\u0627\u0644\u064a":12,"\u0625\u062d\u062f\u0649":12,"\u0625\u062e\u0628\u0627\u0631":12,"\u0625\u062e\u062a\u0628\u0627\u0631\u0647":12,"\u0625\u062e\u062a\u064a\u0627\u0631":12,"\u0625\u062e\u0641\u0627\u0621":14,"\u0625\u062f\u062e\u0627\u0644":12,"\u0625\u062f\u0631\u0627\u062c":12,"\u0625\u062f\u0631\u0627\u0643\u0647":12,"\u0625\u062f\u0631\u0627\u0643\u064a":12,"\u0625\u0630\u0627":[12,17,20],"\u0625\u0633\u062a\u062e\u062f\u0627\u0645":20,"\u0625\u0633\u062a\u062e\u062f\u0645\u062a":20,"\u0625\u0633\u062a\u0639\u0645\u0627\u0644":12,"\u0625\u0633\u062a\u0639\u0645\u0627\u0644\u0647\u0627":12,"\u0625\u0633\u062a\u0639\u0645\u0644":12,"\u0625\u0633\u062a\u064a\u0642\u0627\u0638":12,"\u0625\u0633\u0645":12,"\u0625\u0634\u0631\u0627\u0643":14,"\u0625\u0635":12,"\u0625\u0635\u062f\u0627\u0631":[12,14],"\u0625\u0636\u0627\u0641\u0629":20,"\u0625\u0636\u0627\u0641\u064a":14,"\u0625\u0637\u0627\u0631":14,"\u0625\u0637\u0644\u0627\u0642":12,"\u0625\u0639\u062f\u0627\u062f":12,"\u0625\u0639\u0637\u0627\u0621":14,"\u0625\u0639\u0644\u0645":[12,17,20],"\u0625\u0642\u062a\u0631\u062d":12,"\u0625\u0644":14,"\u0625\u0644\u0627":[0,12,20],"\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629":12,"\u0625\u0644\u0649":[0,14,17,20,24],"\u0625\u0644\u064a":12,"\u0625\u0644\u064a\u0647":20,"\u0625\u0644\u064a\u0647\u0627":[0,14,20],"\u0625\u0645":12,"\u0625\u0645\u0643\u0627\u0646\u0627\u062a":14,"\u0625\u0646":12,"\u0625\u0646\u062a\u0627\u062c\u0647\u0627":12,"\u0625\u0646\u062c\u0627\u0632":14,"\u0625\u0646\u062c\u0644\u064a\u0632\u064a\u0629":12,"\u0625\u0646\u0634\u0627\u0621":[14,20],"\u0625\u064a\u062c\u0627\u0628\u064a":12,"\u0625\u064a\u062c\u0627\u062f":12,"\u0626\u064a\u0633\u064a\u0629":24,"\u0627":[12,14,17,20],"\u0627\u0621":[12,14],"\u0627\u0626\u064a\u0648\u0627":12,"\u0627\u0628":[12,14],"\u0627\u0628\u062a\u0633\u0627\u0645\u0629":12,"\u0627\u0628\u062a\u0643\u0627\u0631":12,"\u0627\u0628\u062f\u0623":12,"\u0627\u0628\u0637":14,"\u0627\u0628\u0642":14,"\u0627\u062a":[12,14],"\u0627\u062a\u0628\u0639":14,"\u0627\u062a\u062e\u0627\u0630":14,"\u0627\u062a\u0641\u0627\u0642\u064a\u0629":12,"\u0627\u062a\u064a\u0629":12,"\u0627\u062c\u062a\u0627\u0632\u062a":14,"\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0647\u0645":14,"\u0627\u062e\u062a\u0628\u0627\u0631":14,"\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a":14,"\u0627\u062e\u062a\u0631\u0639\u0646\u0627":12,"\u0627\u062e\u062a\u0631\u0646\u0627":12,"\u0627\u062e\u062a\u0644\u0627\u0641":12,"\u0627\u062f":14,"\u0627\u062f\u0641":12,"\u0627\u0630":12,"\u0627\u0632\u0645\u0629":12,"\u0627\u0633":14,"\u0627\u0633\u0629":12,"\u0627\u0633\u062a":14,"\u0627\u0633\u062a\u0628\u062f\u0627\u0644":[12,14],"\u0627\u0633\u062a\u0628\u0639\u062f\u062a":14,"\u0627\u0633\u062a\u062e\u062f\u0627\u0645":[12,14,20],"\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0646\u0627":12,"\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647":12,"\u0627\u0633\u062a\u062e\u062f\u0645\u062a":14,"\u0627\u0633\u062a\u062e\u0631\u0627\u062c":0,"\u0627\u0633\u062a\u062f\u0639\u0627\u0621":17,"\u0627\u0633\u062a\u0639\u0645\u0627\u0644":14,"\u0627\u0633\u062a\u0641\u0627\u062f\u0629":14,"\u0627\u0633\u062a\u0643\u0645\u0627\u0644\u0647":14,"\u0627\u0633\u062a\u064a\u0631\u0627\u062f":14,"\u0627\u0633\u062a\u064a\u0631\u0627\u062f\u0647\u0627":14,"\u0627\u0633\u062a\u064a\u0639\u0627\u0628":12,"\u0627\u0634\u0629":12,"\u0627\u0639":14,"\u0627\u0639\u062a\u0628\u0627\u0631\u0647":12,"\u0627\u0642\u062a\u0635\u0627\u0635\u0647\u0627":12,"\u0627\u0643":12,"\u0627\u0643\u062a\u0633\u0627\u0628":14,"\u0627\u0644":[14,20,24],"\u0627\u0644\u0622\u062e\u0631":12,"\u0627\u0644\u0622\u0644\u0629":[0,12],"\u0627\u0644\u0622\u0644\u0649":24,"\u0627\u0644\u0622\u0644\u064a":[12,14,17],"\u0627\u0644\u0622\u0644\u064a\u0629":12,"\u0627\u0644\u0622\u0646":[12,14],"\u0627\u0644\u0623\u0628\u0639\u0627\u062f":[0,20],"\u0627\u0644\u0623\u062c\u0632\u0627\u0621":12,"\u0627\u0644\u0623\u062c\u0646\u0628\u064a\u0629":12,"\u0627\u0644\u0623\u062d\u0648\u0627\u0644":12,"\u0627\u0644\u0623\u062d\u064a\u0627\u0621":14,"\u0627\u0644\u0623\u062d\u064a\u0627\u0646":[12,14],"\u0627\u0644\u0623\u062e\u0637\u0627\u0621":12,"\u0627\u0644\u0623\u062f\u0627\u0621":[12,14],"\u0627\u0644\u0623\u062f\u0627\u0629":20,"\u0627\u0644\u0623\u062f\u0646\u0649":[12,17],"\u0627\u0644\u0623\u062f\u0648\u0627\u062a":[12,14],"\u0627\u0644\u0623\u0633\u0626\u0644\u0629":14,"\u0627\u0644\u0623\u0633\u0627\u0633":14,"\u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a":14,"\u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629":[12,14,17,20],"\u0627\u0644\u0623\u0634\u062e\u0627\u0635":12,"\u0627\u0644\u0623\u0635\u0648\u0627\u062a":12,"\u0627\u0644\u0623\u0637\u0628":12,"\u0627\u0644\u0623\u0637\u0648\u0627\u0644":12,"\u0627\u0644\u0623\u0639\u062f\u0627\u062f":20,"\u0627\u0644\u0623\u0639\u0634\u0627\u0628":17,"\u0627\u0644\u0623\u0639\u0645\u0627\u0644":[12,14],"\u0627\u0644\u0623\u063a\u0644\u0628":12,"\u0627\u0644\u0623\u0641\u0636\u0644":[12,17],"\u0627\u0644\u0623\u0641\u0636\u0644\u064a":12,"\u0627\u0644\u0623\u0641\u0643\u0627\u0631":14,"\u0627\u0644\u0623\u0641\u0644\u0627\u0645":14,"\u0627\u0644\u0623\u0642\u0633\u0627\u0645":[14,20],"\u0627\u0644\u0623\u0642\u0644":[12,17],"\u0627\u0644\u0623\u0642\u0645\u0627\u0631":12,"\u0627\u0644\u0623\u0643\u062b\u0631":[12,20],"\u0627\u0644\u0623\u0643\u0648\u0627\u062f":14,"\u0627\u0644\u0623\u0644\u0641\u0627\u0638":24,"\u0627\u0644\u0623\u0645\u0627\u0643\u0646":14,"\u0627\u0644\u0623\u0645\u062b\u0644\u0629":[12,14,17,20],"\u0627\u0644\u0623\u0645\u062b\u0644\u064a":[0,12],"\u0627\u0644\u0623\u0645\u0631":[12,14],"\u0627\u0644\u0623\u0645\u0631\u0627\u0636":14,"\u0627\u0644\u0623\u0645\u0648\u0631":12,"\u0627\u0644\u0623\u0646\u0645\u0627\u0637":14,"\u0627\u0644\u0623\u0646\u0648\u0627\u0639":12,"\u0627\u0644\u0623\u0646\u064a\u0642\u0629":14,"\u0627\u0644\u0623\u0647\u062f\u0627\u0641":[12,14],"\u0627\u0644\u0623\u0648":14,"\u0627\u0644\u0623\u0648\u0633\u0639":14,"\u0627\u0644\u0623\u0648\u0635\u0627\u0641":17,"\u0627\u0644\u0623\u0648\u0642\u0627\u062a":14,"\u0627\u0644\u0623\u0648\u0644":14,"\u0627\u0644\u0623\u0648\u0644\u0648\u064a":14,"\u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629":14,"\u0627\u0644\u0623\u0648\u0644\u0649":12,"\u0627\u0644\u0623\u0648\u0644\u064a\u0629":14,"\u0627\u0644\u0623\u064a\u0627\u0645":12,"\u0627\u0644\u0625\u062a\u062c\u0627\u0647":12,"\u0627\u0644\u0625\u062c\u0627\u0628\u0629":12,"\u0627\u0644\u0625\u062c\u0631\u0627\u0621":12,"\u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0627\u062a":14,"\u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629":[12,14],"\u0627\u0644\u0625\u062e\u0631\u0627\u062c":12,"\u0627\u0644\u0625\u062f\u0631\u0627\u0643\u064a":12,"\u0627\u0644\u0625\u062f\u0631\u0627\u0643\u064a\u0629":12,"\u0627\u0644\u0625\u0634\u0627\u0631\u0629":14,"\u0627\u0644\u0625\u0635\u062f\u0627\u0631":14,"\u0627\u0644\u0625\u0635\u062f\u0627\u0631\u0627\u062a":14,"\u0627\u0644\u0625\u0635\u0637\u0646\u0627\u0639\u064a\u0629":20,"\u0627\u0644\u0625\u0636\u0627\u0641\u064a\u0629":17,"\u0627\u0644\u0625\u0639\u062f\u0627\u062f":[12,14],"\u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a":14,"\u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629":12,"\u0627\u0644\u0625\u0645\u0643\u0627\u0646":14,"\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a":[12,14],"\u0627\u0644\u0625\u0646\u062c\u0644\u064a\u0632\u064a":[0,20],"\u0627\u0644\u0625\u0646\u062c\u0644\u064a\u0632\u064a\u0629":14,"\u0627\u0644\u0625\u0647\u062a\u0645\u0627\u0645":12,"\u0627\u0644\u0625\u064a\u062c\u0627\u062f":14,"\u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631\u0627\u062a":12,"\u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a":12,"\u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644":17,"\u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629":14,"\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a":[12,14],"\u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629":12,"\u0627\u0644\u0627\u0633\u062a\u0639\u0631\u0627\u0636":12,"\u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629":14,"\u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631":14,"\u0627\u0644\u0627\u0633\u062a\u064a\u0642\u0627\u0638":12,"\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a":0,"\u0627\u0644\u0627\u0637\u0644\u0627\u0639":14,"\u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u0627\u062a":12,"\u0627\u0644\u0627\u0646\u062a\u0628\u0627\u0647":14,"\u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644":12,"\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631":14,"\u0627\u0644\u0628\u0627\u0628":[12,20],"\u0627\u0644\u0628\u0627\u0631\u0627\u0645\u062a\u0631\u0627\u062a":12,"\u0627\u0644\u0628\u0627\u0637\u0646\u064a\u0629":14,"\u0627\u0644\u0628\u062d\u062b":[14,17],"\u0627\u0644\u0628\u062f\u0621":12,"\u0627\u0644\u0628\u062f\u0627\u064a\u0629":14,"\u0627\u0644\u0628\u062f\u064a\u0647\u0629":14,"\u0627\u0644\u0628\u0631\u0627\u0645\u062c":[12,14],"\u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629":14,"\u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c":12,"\u0627\u0644\u0628\u0631\u064a\u062f":14,"\u0627\u0644\u0628\u0633\u064a\u0637\u0629":12,"\u0627\u0644\u0628\u0634\u0631":14,"\u0627\u0644\u0628\u0634\u0631\u064a":12,"\u0627\u0644\u0628\u0639\u0636":12,"\u0627\u0644\u0628\u0643\u0633\u0644":12,"\u0627\u0644\u0628\u0643\u0633\u0644\u0627\u062a":12,"\u0627\u0644\u0628\u0646\u064a\u0629":14,"\u0627\u0644\u0628\u064a\u0627\u0646":12,"\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a":[0,14,17,24],"\u0627\u0644\u0629":12,"\u0627\u0644\u062a":[0,14,17],"\u0627\u0644\u062a\u0627\u0631\u064a\u062e\u064a\u0629":12,"\u0627\u0644\u062a\u0627\u0644\u064a":14,"\u0627\u0644\u062a\u0627\u0644\u064a\u0629":[12,14,20],"\u0627\u0644\u062a\u062c\u0627\u0631\u0629":12,"\u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629":12,"\u0627\u0644\u062a\u062c\u0631\u0628\u0629":[12,14],"\u0627\u0644\u062a\u062c\u0631\u064a\u062f\u0627\u062a":14,"\u0627\u0644\u062a\u062d\u062f\u064a\u062f":14,"\u0627\u0644\u062a\u062d\u0633\u064a\u0646":[12,14,17],"\u0627\u0644\u062a\u062d\u0644\u064a\u0644":14,"\u0627\u0644\u062a\u062d\u0648\u064a\u0644\u0627\u062a":12,"\u0627\u0644\u062a\u062d\u064a":12,"\u0627\u0644\u062a\u062f\u0631\u064a\u0628\u064a":14,"\u0627\u0644\u062a\u0631\u0628\u064a\u0639\u064a":12,"\u0627\u0644\u062a\u0631\u062c\u0645\u0627\u062a":0,"\u0627\u0644\u062a\u0633\u0639\u064a\u0646\u064a\u0627\u062a":14,"\u0627\u0644\u062a\u0633\u0645\u064a\u0629":12,"\u0627\u0644\u062a\u0633\u0648\u0642":12,"\u0627\u0644\u062a\u0634\u063a\u064a\u0644":14,"\u0627\u0644\u062a\u0635\u0645\u064a\u0645":[12,20],"\u0627\u0644\u062a\u0635\u0646\u064a\u0641\u0627\u062a":12,"\u0627\u0644\u062a\u0637\u0628\u064a\u0642":12,"\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a":[12,14],"\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a":14,"\u0627\u0644\u062a\u0637\u0648":14,"\u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a":14,"\u0627\u0644\u062a\u0639\u0627\u0645\u0644":12,"\u0627\u0644\u062a\u0639\u0631":12,"\u0627\u0644\u062a\u0639\u0631\u0641":14,"\u0627\u0644\u062a\u0639\u0644":[14,20,24],"\u0627\u0644\u062a\u0639\u0644\u0645":[17,24],"\u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a":14,"\u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629":14,"\u0627\u0644\u062a\u0639\u0645\u0642":20,"\u0627\u0644\u062a\u0639\u064a\u064a\u0646\u0627\u062a":12,"\u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644":14,"\u0627\u0644\u062a\u0641\u0627\u0636\u0644":[14,17],"\u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a":14,"\u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629":14,"\u0627\u0644\u062a\u0641\u0633\u064a\u0631":14,"\u0627\u0644\u062a\u0641\u0633\u064a\u0631\u0627\u062a":14,"\u0627\u0644\u062a\u0641\u0643\u064a\u0631":[12,17],"\u0627\u0644\u062a\u0642\u0627\u0637":12,"\u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a":12,"\u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629":12,"\u0627\u0644\u062a\u0642\u0644\u064a\u0644":12,"\u0627\u0644\u062a\u0642\u0646\u064a":14,"\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a":[12,14,17],"\u0627\u0644\u062a\u0642\u0646\u064a\u0629":24,"\u0627\u0644\u062a\u0643\u0631\u0627\u0631":14,"\u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627":14,"\u0627\u0644\u062a\u0644\u0627\u0641\u064a\u0641\u064a\u0629":14,"\u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a":[14,20],"\u0627\u0644\u062a\u0645\u0627\u064a\u0632":[17,20],"\u0627\u0644\u062a\u0645\u0631":20,"\u0627\u0644\u062a\u0645\u0647\u064a\u062f\u0627\u062a":[14,24],"\u0627\u0644\u062a\u0646\u0628":12,"\u0627\u0644\u062a\u0646\u0628\u0624":12,"\u0627\u0644\u062a\u0646\u0628\u0624\u0627\u062a":[12,17],"\u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629":12,"\u0627\u0644\u062a\u0646\u0628\u064a\u0647":12,"\u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a\u0629":14,"\u0627\u0644\u062a\u0648\u062c\u064a\u0647\u0627\u062a":12,"\u0627\u0644\u062a\u0648\u0632\u064a\u0639\u0627\u062a":14,"\u0627\u0644\u062a\u0648\u0633":14,"\u0627\u0644\u062a\u0648\u0635":12,"\u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a":14,"\u0627\u0644\u062a\u0648\u0638\u064a\u0641":12,"\u0627\u0644\u062a\u064a":[12,14,17,20],"\u0627\u0644\u062b\u0627\u0628\u062a":12,"\u0627\u0644\u062b\u0627\u0644\u062b":14,"\u0627\u0644\u062c\u0627\u062f":14,"\u0627\u0644\u062c\u0627\u0645\u062f":12,"\u0627\u0644\u062c\u0627\u0645\u0639\u0627\u062a":14,"\u0627\u0644\u062c\u0627\u0645\u0639\u064a\u0629":14,"\u0627\u0644\u062c\u0627\u0646\u0628":12,"\u0627\u0644\u062c\u0628\u0631":[14,17],"\u0627\u0644\u062c\u062f\u062f":14,"\u0627\u0644\u062c\u062f\u0648\u0644\u064a\u0629":17,"\u0627\u0644\u062c\u062f\u064a\u062f\u0629":[0,14],"\u0627\u0644\u062c\u0632\u0621":[12,14],"\u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629":12,"\u0627\u0644\u062c\u0644\u062f":12,"\u0627\u0644\u062c\u0645\u0639":14,"\u0627\u0644\u062c\u0647\u062f":12,"\u0627\u0644\u062c\u064a\u0646\u0627\u062a":12,"\u0627\u0644\u062d\u0627\u062c\u0629":[0,14],"\u0627\u0644\u062d\u0627\u0633\u0645":12,"\u0627\u0644\u062d\u0627\u0633\u0648\u0628":[12,20],"\u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629":14,"\u0627\u0644\u062d\u0627\u0636\u0631":14,"\u0627\u0644\u062d\u0627\u0644\u0627\u062a":[12,14],"\u0627\u0644\u062d\u0627\u0644\u0629":12,"\u0627\u0644\u062d\u0627\u0644\u064a":[12,14],"\u0627\u0644\u062d\u0627\u0644\u064a\u0629":14,"\u0627\u0644\u062d\u062f":[12,17],"\u0627\u0644\u062d\u062f\u064a\u062b":12,"\u0627\u0644\u062d\u062f\u064a\u062b\u0629":[12,14],"\u0627\u0644\u062d\u0632\u0645":14,"\u0627\u0644\u062d\u0632\u0645\u0629":14,"\u0627\u0644\u062d\u0633":12,"\u0627\u0644\u062d\u0633\u0627\u0628":20,"\u0627\u0644\u062d\u0633\u0627\u0628\u0627\u062a":12,"\u0627\u0644\u062d\u0633\u0627\u0628\u064a":14,"\u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0629":12,"\u0627\u0644\u062d\u0635\u0648\u0644":[12,20],"\u0627\u0644\u062d\u0638":[14,17],"\u0627\u0644\u062d\u0642\u064a\u0642\u0629":12,"\u0627\u0644\u062d\u0644\u0648\u0644":[12,14],"\u0627\u0644\u062d\u0645\u0631\u0627\u0621":12,"\u0627\u0644\u062d\u0648\u0627\u062c\u0632":12,"\u0627\u0644\u062d\u0648\u0633\u0628\u0629":[14,20],"\u0627\u0644\u062d\u064a\u0644\u0629":12,"\u0627\u0644\u062d\u064a\u0648\u064a\u0629":12,"\u0627\u0644\u062e":12,"\u0627\u0644\u062e\u0627\u0635":[12,14],"\u0627\u0644\u062e\u0627\u0635\u0629":[12,14],"\u0627\u0644\u062e\u0627\u0635\u064a":14,"\u0627\u0644\u062e\u0627\u0645":12,"\u0627\u0644\u062e\u0628\u0631\u0627\u0621":[12,14],"\u0627\u0644\u062e\u0628\u0631\u0629":12,"\u0627\u0644\u062e\u0631\u0627\u0626\u0637":12,"\u0627\u0644\u062e\u0631\u0648\u062c":14,"\u0627\u0644\u062e\u0633\u0627\u0631\u0629":12,"\u0627\u0644\u062e\u0635\u0627\u0626\u0635":[12,20],"\u0627\u0644\u062e\u0635\u0648\u0635":12,"\u0627\u0644\u062e\u0636\u0631\u0627\u0621":12,"\u0627\u0644\u062e\u0637":14,"\u0627\u0644\u062e\u0637\u0623":12,"\u0627\u0644\u062e\u0637\u0648\u0627\u062a":12,"\u0627\u0644\u062e\u0637\u0648\u0629":12,"\u0627\u0644\u062e\u0637\u0648\u0637":12,"\u0627\u0644\u062e\u0637\u064a":[14,17],"\u0627\u0644\u062e\u0644\u0627\u0635\u0629":17,"\u0627\u0644\u062e\u0644\u0641\u064a\u0629":14,"\u0627\u0644\u062e\u0645\u0633":14,"\u0627\u0644\u062e\u0645\u0633\u0629":14,"\u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629":17,"\u0627\u0644\u062e\u0648\u0636":14,"\u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a":14,"\u0627\u0644\u062f":[12,14],"\u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a":14,"\u0627\u0644\u062f\u0631\u062c\u0629":12,"\u0627\u0644\u062f\u0641\u0627\u062a\u0631":14,"\u0627\u0644\u062f\u0642\u0629":14,"\u0627\u0644\u062f\u0642\u064a\u0642":12,"\u0627\u0644\u062f\u0642\u064a\u0642\u0629":12,"\u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629":14,"\u0627\u0644\u062f\u064a\u0648\u0646":12,"\u0627\u0644\u0630":12,"\u0627\u0644\u0630\u0627\u062a\u064a\u0629":12,"\u0627\u0644\u0630\u0627\u0643\u0631\u0629":17,"\u0627\u0644\u0630\u062e\u064a\u0631\u0629":14,"\u0627\u0644\u0630\u0643\u0627\u0621":0,"\u0627\u0644\u0630\u0643\u064a":14,"\u0627\u0644\u0630\u064a":[12,14],"\u0627\u0644\u0630\u064a\u0646":14,"\u0627\u0644\u0631":[13,14,24],"\u0627\u0644\u0631\u0626\u064a\u0633\u064a":[12,14],"\u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629":[12,14,20],"\u0627\u0644\u0631\u0627\u0626\u0639\u0629":14,"\u0627\u0644\u0631\u062c\u0648\u0639":14,"\u0627\u0644\u0631\u062f":14,"\u0627\u0644\u0631\u0633\u0645\u064a":14,"\u0627\u0644\u0631\u0633\u0645\u064a\u0629":17,"\u0627\u0644\u0631\u063a\u0645":[12,14],"\u0627\u0644\u0631\u0642\u0645\u064a":[14,20],"\u0627\u0644\u0631\u0642\u0645\u064a\u0629":14,"\u0627\u0644\u0631\u0648\u0627\u0628\u0637":14,"\u0627\u0644\u0631\u064a\u0627\u0636\u064a":[17,20],"\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a":[14,17,20],"\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0629":[14,20,24],"\u0627\u0644\u0632\u0631\u0642\u0627\u0621":12,"\u0627\u0644\u0632\u0645\u0644\u0627\u0621":14,"\u0627\u0644\u0632\u0645\u0646":14,"\u0627\u0644\u0632\u0645\u0646\u064a\u0629":14,"\u0627\u0644\u0633":[0,12,14],"\u0627\u0644\u0633\u0627\u0628\u0642":12,"\u0627\u0644\u0633\u0627\u0628\u0642\u0629":12,"\u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629":20,"\u0627\u0644\u0633\u062e\u064a":14,"\u0627\u0644\u0633\u0631\u0637\u0627\u0646":12,"\u0627\u0644\u0633\u0631\u064a\u0639":14,"\u0627\u0644\u0633\u0637\u062d\u064a\u0629":12,"\u0627\u0644\u0633\u0641\u0644\u064a":14,"\u0627\u0644\u0633\u0644\u0627\u0633\u0644":14,"\u0627\u0644\u0633\u0644\u0648\u0643":12,"\u0627\u0644\u0633\u0645\u0627\u062a":17,"\u0627\u0644\u0633\u0645\u0627\u062d":14,"\u0627\u0644\u0633\u0646\u0648\u0627\u062a":14,"\u0627\u0644\u0633\u0647\u0648\u0644\u0629":12,"\u0627\u0644\u0633\u064a\u0626\u0629":12,"\u0627\u0644\u0633\u064a\u0627\u0631\u0629":12,"\u0627\u0644\u0634":[12,14],"\u0627\u0644\u0634\u0627\u0626\u0639":12,"\u0627\u0644\u0634\u0627\u0626\u0639\u0629":[12,14],"\u0627\u0644\u0634\u0628\u0643\u0627\u062a":[12,14],"\u0627\u0644\u0634\u0628\u0647":20,"\u0627\u0644\u0634\u062e\u0635\u064a\u0629":14,"\u0627\u0644\u0634\u0631\u0637\u0629":12,"\u0627\u0644\u0634\u0631\u0643\u0627\u062a":14,"\u0627\u0644\u0634\u0641\u0631\u0629":14,"\u0627\u0644\u0634\u0641\u0648\u064a":12,"\u0627\u0644\u0634\u0643\u0644":12,"\u0627\u0644\u0635":12,"\u0627\u0644\u0635\u062d\u0641":14,"\u0627\u0644\u0635\u062d\u064a\u0629":12,"\u0627\u0644\u0635\u062d\u064a\u062d":12,"\u0627\u0644\u0635\u062d\u064a\u062d\u0629":12,"\u0627\u0644\u0635\u0641\u0631":[12,14],"\u0627\u0644\u0635\u0641\u0648\u0641":17,"\u0627\u0644\u0635\u0641\u064a\u0641":20,"\u0627\u0644\u0635\u0646\u0627\u062f\u064a\u0642":14,"\u0627\u0644\u0635\u0646\u0627\u0639\u0629":14,"\u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629":12,"\u0627\u0644\u0635\u0648\u062a":12,"\u0627\u0644\u0635\u0648\u062a\u064a":12,"\u0627\u0644\u0635\u0648\u062a\u064a\u0629":12,"\u0627\u0644\u0635\u0648\u0631":12,"\u0627\u0644\u0635\u0648\u0631\u0629":12,"\u0627\u0644\u0635\u064a\u0627\u0646\u0629":14,"\u0627\u0644\u0635\u064a\u0646\u064a\u0629":12,"\u0627\u0644\u0636":12,"\u0627\u0644\u0636\u0627\u0631\u0629":17,"\u0627\u0644\u0636\u062d\u0644\u0629":12,"\u0627\u0644\u0636\u0631\u0648\u0631\u064a":[14,17],"\u0627\u0644\u0636\u0639\u064a\u0641":12,"\u0627\u0644\u0636\u0648\u0621":12,"\u0627\u0644\u0637":[12,14],"\u0627\u0644\u0637\u0627\u0648\u0644\u0629":14,"\u0627\u0644\u0637\u0628":14,"\u0627\u0644\u0637\u0628\u0639\u0629":14,"\u0627\u0644\u0637\u0628\u0642\u0627\u062a":[12,14],"\u0627\u0644\u0637\u0628\u064a\u0629":12,"\u0627\u0644\u0637\u0628\u064a\u0639\u0629":12,"\u0627\u0644\u0637\u0628\u064a\u0639\u064a":12,"\u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629":[12,14],"\u0627\u0644\u0637\u0631\u0642":12,"\u0627\u0644\u0637\u0631\u064a\u0642":[0,24],"\u0627\u0644\u0637\u0631\u064a\u0642\u0629":12,"\u0627\u0644\u0637\u0642\u0633":12,"\u0627\u0644\u0637\u0648\u0644":12,"\u0627\u0644\u0639":14,"\u0627\u0644\u0639\u0627\u062f\u064a\u0629":14,"\u0627\u0644\u0639\u0627\u0644\u0645":14,"\u0627\u0644\u0639\u0627\u0645\u0644\u0629":12,"\u0627\u0644\u0639\u062b\u0648\u0631":14,"\u0627\u0644\u0639\u062f\u062f":12,"\u0627\u0644\u0639\u062f\u062f\u064a":12,"\u0627\u0644\u0639\u062f\u062f\u064a\u0629":[0,12,20],"\u0627\u0644\u0639\u062f\u064a\u062f":[12,14,20],"\u0627\u0644\u0639\u0631\u0628\u064a\u0629":[0,12],"\u0627\u0644\u0639\u0631\u064a\u0636\u0629":12,"\u0627\u0644\u0639\u0634\u0631":14,"\u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a":14,"\u0627\u0644\u0639\u0635\u0628\u064a\u0629":[12,14],"\u0627\u0644\u0639\u0642\u0644":12,"\u0627\u0644\u0639\u0642\u0648\u0644":12,"\u0627\u0644\u0639\u0644\u0627\u0642\u0629":12,"\u0627\u0644\u0639\u0644\u0645\u064a":14,"\u0627\u0644\u0639\u0644\u0645\u064a\u0629":20,"\u0627\u0644\u0639\u0644\u0648\u0645":14,"\u0627\u0644\u0639\u0644\u064a\u0627":14,"\u0627\u0644\u0639\u0645\u0631":12,"\u0627\u0644\u0639\u0645\u0644":[12,14,17],"\u0627\u0644\u0639\u0645\u0644\u0627\u0621":12,"\u0627\u0644\u0639\u0645\u0644\u064a":[12,14,17],"\u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a":[14,17],"\u0627\u0644\u0639\u0645\u0648\u062f":14,"\u0627\u0644\u0639\u0645\u064a\u0642":[14,17,20],"\u0627\u0644\u0639\u0645\u064a\u0642\u0629":12,"\u0627\u0644\u0639\u0645\u064a\u0644":12,"\u0627\u0644\u0639\u0646\u0635\u0631":20,"\u0627\u0644\u0639\u0646\u0635\u0631\u064a":12,"\u0627\u0644\u0639\u0648\u0627\u0645\u0644":14,"\u0627\u0644\u0639\u064a":12,"\u0627\u0644\u063a\u062f":12,"\u0627\u0644\u063a\u0646":12,"\u0627\u0644\u0641\u0635\u0644":[14,17],"\u0627\u0644\u0641\u0635\u0648\u0644":14,"\u0627\u0644\u0641\u0639":12,"\u0627\u0644\u0641\u0642\u0631\u064a":14,"\u0627\u0644\u0641\u0643\u0631\u0629":12,"\u0627\u0644\u0641\u0644\u0643\u064a":14,"\u0627\u0644\u0641\u0647\u0645":14,"\u0627\u0644\u0641\u064a\u0632\u064a\u0627\u0621":14,"\u0627\u0644\u0642":14,"\u0627\u0644\u0642\u0627\u0628\u0644\u0629":14,"\u0627\u0644\u0642\u0627\u062f\u0631\u0629":12,"\u0627\u0644\u0642\u0627\u062f\u0645\u0629":12,"\u0627\u0644\u0642\u0627\u0631\u0626":14,"\u0627\u0644\u0642\u0627\u0639\u062f\u0629":12,"\u0627\u0644\u0642\u0627\u0646\u0648\u0646":14,"\u0627\u0644\u0642\u062f\u0631\u0629":12,"\u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a":14,"\u0627\u0644\u0642\u0633\u0645":[12,14,20],"\u0627\u0644\u0642\u0635\u0629":12,"\u0627\u0644\u0642\u0636\u0627\u0621":12,"\u0627\u0644\u0642\u0637\u0637":12,"\u0627\u0644\u0642\u0644\u0642":14,"\u0627\u0644\u0642\u0644\u064a\u0644":17,"\u0627\u0644\u0642\u0646\u0648\u0627\u062a":12,"\u0627\u0644\u0642\u0647\u0648\u0629":12,"\u0627\u0644\u0642\u0648\u0627\u0639\u062f":12,"\u0627\u0644\u0642\u0648\u064a":12,"\u0627\u0644\u0642\u064a\u0627\u0645":[12,14,20],"\u0627\u0644\u0642\u064a\u0645":[12,20],"\u0627\u0644\u0642\u064a\u0645\u0629":17,"\u0627\u0644\u0643":14,"\u0627\u0644\u0643\u0627\u0634\u0641":12,"\u0627\u0644\u0643\u0627\u0645\u0644":14,"\u0627\u0644\u0643\u0627\u0645\u0646\u0629":14,"\u0627\u0644\u0643\u0628\u0631\u0649":14,"\u0627\u0644\u0643\u0628\u064a\u0631\u0629":17,"\u0627\u0644\u0643\u062a\u0627\u0628":[0,12,13,17,20],"\u0627\u0644\u0643\u062a\u0628":14,"\u0627\u0644\u0643\u062b\u064a\u0631":[12,14,17],"\u0627\u0644\u0643\u0641\u0627\u064a\u0629":12,"\u0627\u0644\u0643\u0644":17,"\u0627\u0644\u0643\u0644\u0627\u0628":12,"\u0627\u0644\u0643\u0644\u0627\u0645":[12,14],"\u0627\u0644\u0643\u0644\u0645\u0627\u062a":12,"\u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631":[12,14,20],"\u0627\u0644\u0644":[12,14],"\u0627\u0644\u0644\u0627\u062d\u0642\u0629":14,"\u0627\u0644\u0644\u0627\u0632\u0645":14,"\u0627\u0644\u0644\u0627\u0632\u0645\u0629":14,"\u0627\u0644\u0644\u062d\u0638\u0629":14,"\u0627\u0644\u0644\u063a\u0627\u062a":12,"\u0627\u0644\u0644\u063a\u0629":[0,12,14],"\u0627\u0644\u0644\u0641\u0638":20,"\u0627\u0644\u0644\u0647":0,"\u0627\u0644\u0645":[12,14],"\u0627\u0644\u0645\u0623\u062e\u0648\u0630\u0629":20,"\u0627\u0644\u0645\u0624\u0644\u0641\u0648\u0646":14,"\u0627\u0644\u0645\u0624\u0644\u0641\u064a\u0646":[12,14],"\u0627\u0644\u0645\u0627\u0636\u064a\u0629":14,"\u0627\u0644\u0645\u0628\u0627\u062f\u0626":12,"\u0627\u0644\u0645\u0628\u0631\u0645\u062c":12,"\u0627\u0644\u0645\u0628\u0631\u0645\u062c\u064a\u0646":12,"\u0627\u0644\u0645\u062a\u0627\u062d":14,"\u0627\u0644\u0645\u062a\u0627\u062d\u0629":0,"\u0627\u0644\u0645\u062a\u0628\u0642\u064a":12,"\u0627\u0644\u0645\u062a\u062a\u0627\u0644\u064a":12,"\u0627\u0644\u0645\u062a\u062a\u0627\u0644\u064a\u0629":12,"\u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a":12,"\u0627\u0644\u0645\u062a\u0632\u0627\u0645\u0646":20,"\u0627\u0644\u0645\u062a\u0633\u0644\u0633\u0644\u0629":14,"\u0627\u0644\u0645\u062a\u0639\u0644":14,"\u0627\u0644\u0645\u062a\u063a\u064a":12,"\u0627\u0644\u0645\u062a\u0642\u062f":20,"\u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629":14,"\u0627\u0644\u0645\u062a\u0643\u0631":14,"\u0627\u0644\u0645\u062a\u0645\u062b":12,"\u0627\u0644\u0645\u062a\u0646\u0627\u0641\u0633\u0629":14,"\u0627\u0644\u0645\u062a\u0646\u0627\u0645\u064a":12,"\u0627\u0644\u0645\u062a\u0646\u0648\u0639\u0629":12,"\u0627\u0644\u0645\u062a\u0648\u0641\u0631\u0629":12,"\u0627\u0644\u0645\u062a\u0648\u0642":12,"\u0627\u0644\u0645\u062b\u0627\u0644":[12,14,20],"\u0627\u0644\u0645\u062b\u0644\u0649":12,"\u0627\u0644\u0645\u062b\u064a\u0644\u0627\u062a":12,"\u0627\u0644\u0645\u062c\u0627\u0644":12,"\u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a":0,"\u0627\u0644\u0645\u062c\u062a\u0645\u0639":12,"\u0627\u0644\u0645\u062c\u062a\u0645\u0639\u064a\u0629":12,"\u0627\u0644\u0645\u062c\u0631\u062f\u0629":12,"\u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a":12,"\u0627\u0644\u0645\u062c\u0647\u0631\u064a\u0629":12,"\u0627\u0644\u0645\u062d\u0627\u0641\u0638\u0629":20,"\u0627\u0644\u0645\u062d\u062a\u0645\u0644":12,"\u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629":[12,17],"\u0627\u0644\u0645\u062d\u062a\u0648\u0649":[17,20],"\u0627\u0644\u0645\u062d\u0645\u0648\u0644":12,"\u0627\u0644\u0645\u062e\u062a\u0627\u0631\u0629":12,"\u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629":[12,14],"\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a":12,"\u0627\u0644\u0645\u062f":14,"\u0627\u0644\u0645\u062f\u0628":12,"\u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a":12,"\u0627\u0644\u0645\u062f\u0631\u0633\u064a":14,"\u0627\u0644\u0645\u062f\u0631\u0633\u064a\u0629":14,"\u0627\u0644\u0645\u062f\u0631\u0648\u0633\u0629":12,"\u0627\u0644\u0645\u062f\u0648\u0646\u0627\u062a":14,"\u0627\u0644\u0645\u0631":12,"\u0627\u0644\u0645\u0631\u0621":14,"\u0627\u0644\u0645\u0631\u0627\u062c\u0639":24,"\u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629":17,"\u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629":12,"\u0627\u0644\u0645\u0631\u062c":12,"\u0627\u0644\u0645\u0631\u062c\u0648\u0629":14,"\u0627\u0644\u0645\u0631\u062d\u0644\u0629":12,"\u0627\u0644\u0645\u0631\u063a\u0648\u0628":12,"\u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629":20,"\u0627\u0644\u0645\u0632\u0627\u064a\u0627":12,"\u0627\u0644\u0645\u0632\u064a\u062f":[12,14],"\u0627\u0644\u0645\u0633":14,"\u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629":14,"\u0627\u0644\u0645\u0633\u0627\u0647\u0645\u064a\u0646":14,"\u0627\u0644\u0645\u0633\u0628\u0642\u0629":12,"\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645":12,"\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629":[0,12,13],"\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646":12,"\u0627\u0644\u0645\u0633\u062a\u062e\u0631\u062c\u0629":12,"\u0627\u0644\u0645\u0633\u062a\u0634\u0639\u0631\u0627\u062a":12,"\u0627\u0644\u0645\u0633\u062a\u0639\u0644\u0645\u0629":14,"\u0627\u0644\u0645\u0633\u062a\u0639\u0645\u0644\u0629":14,"\u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a":12,"\u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629":14,"\u0627\u0644\u0645\u0633\u062a\u0642\u0644":12,"\u0627\u0644\u0645\u0633\u062a\u0645\u0631":14,"\u0627\u0644\u0645\u0633\u062a\u0646\u062f":20,"\u0627\u0644\u0645\u0633\u062a\u0648\u0649":12,"\u0627\u0644\u0645\u0633\u0645\u0649":20,"\u0627\u0644\u0645\u0633\u0648\u062f\u0627\u062a":14,"\u0627\u0644\u0645\u0634\u0627\u0643\u0644":[12,14],"\u0627\u0644\u0645\u0634\u0643\u0644":12,"\u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a":[12,14],"\u0627\u0644\u0645\u0634\u0643\u0644\u0629":12,"\u0627\u0644\u0645\u0634\u0647\u0648\u0631\u0629":12,"\u0627\u0644\u0645\u0635\u062f\u0631":14,"\u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0627\u062a":14,"\u0627\u0644\u0645\u0636\u064a":12,"\u0627\u0644\u0645\u0637\u0628\u0648\u0639":14,"\u0627\u0644\u0645\u0637\u0628\u0648\u0639\u0629":14,"\u0627\u0644\u0645\u0637\u0644\u0648\u0628":12,"\u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629":[14,17],"\u0627\u0644\u0645\u0637\u0648":12,"\u0627\u0644\u0645\u0637\u0648\u0631\u0648\u0646":12,"\u0627\u0644\u0645\u0638\u0627\u0644\u0645":12,"\u0627\u0644\u0645\u0639\u0627\u0643\u0633":12,"\u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0627\u062a":12,"\u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629":20,"\u0627\u0644\u0645\u0639\u062f":12,"\u0627\u0644\u0645\u0639\u0631\u0641\u0629":14,"\u0627\u0644\u0645\u0639\u0631\u0641\u064a":14,"\u0627\u0644\u0645\u0639\u0631\u0648\u0636":0,"\u0627\u0644\u0645\u0639\u0631\u0648\u0636\u0629":12,"\u0627\u0644\u0645\u0639\u0631\u0648\u0641\u0629":[12,17],"\u0627\u0644\u0645\u0639\u0632\u0632":14,"\u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a":[0,12,17],"\u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a":[12,17,20],"\u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u064a\u0629":12,"\u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645":[14,20],"\u0627\u0644\u0645\u0641\u0647\u0648\u0645":0,"\u0627\u0644\u0645\u0642\u0627\u0628\u0636":12,"\u0627\u0644\u0645\u0642\u0627\u0637\u0639":12,"\u0627\u0644\u0645\u0642\u0627\u0644":17,"\u0627\u0644\u0645\u0642\u0627\u0644\u0627\u062a":14,"\u0627\u0644\u0645\u0642\u062a\u0631\u062d":12,"\u0627\u0644\u0645\u0642\u062a\u0637\u0641":12,"\u0627\u0644\u0645\u0642\u062f":12,"\u0627\u0644\u0645\u0642\u0637\u0639":12,"\u0627\u0644\u0645\u0642\u0637\u0648\u0639\u0629":12,"\u0627\u0644\u0645\u0642\u0647\u0649":12,"\u0627\u0644\u0645\u0642\u0648\u0644\u0629":12,"\u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a":14,"\u0627\u0644\u0645\u0643\u062a\u0628\u0629":20,"\u0627\u0644\u0645\u0643\u062a\u0633\u0628\u0629":12,"\u0627\u0644\u0645\u0643\u0644":12,"\u0627\u0644\u0645\u0643\u0648":[14,24],"\u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a":14,"\u0627\u0644\u0645\u0644\u062d\u0642":14,"\u0627\u0644\u0645\u0644\u062d\u0642\u0627\u062a":20,"\u0627\u0644\u0645\u0644\u062e":24,"\u0627\u0644\u0645\u0644\u0648":12,"\u0627\u0644\u0645\u0645":14,"\u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0629":14,"\u0627\u0644\u0645\u0645\u0627\u0631\u0633\u064a\u0646":14,"\u0627\u0644\u0645\u0645\u062a\u0627\u0632":14,"\u0627\u0644\u0645\u0646\u0627\u0633\u0628":[12,14],"\u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629":12,"\u0627\u0644\u0645\u0646\u0627\u0642\u0634\u0629":14,"\u0627\u0644\u0645\u0646\u0627\u0644":14,"\u0627\u0644\u0645\u0646\u062a\u062c":12,"\u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a":12,"\u0627\u0644\u0645\u0646\u062a\u0634\u0631\u0629":14,"\u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0629":14,"\u0627\u0644\u0645\u0646\u0635":12,"\u0627\u0644\u0645\u0646\u0637\u0642\u064a":12,"\u0627\u0644\u0645\u0646\u0648\u0637\u0629":12,"\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a":17,"\u0627\u0644\u0645\u0647\u0627\u0645":[12,14],"\u0627\u0644\u0645\u0647\u062a\u0645":14,"\u0627\u0644\u0645\u0647\u0645":12,"\u0627\u0644\u0645\u0647\u0645\u0629":12,"\u0627\u0644\u0645\u0648\u0627\u0631":14,"\u0627\u0644\u0645\u0648\u0627\u0631\u062f":14,"\u0627\u0644\u0645\u0648\u062c\u0629":12,"\u0627\u0644\u0645\u0648\u062c\u0648\u062f":20,"\u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629":[12,14,20],"\u0627\u0644\u0645\u0648\u062c\u0648\u062f\u064a\u0646":12,"\u0627\u0644\u0645\u0648\u0632\u0639\u0629":20,"\u0627\u0644\u0645\u0648\u0633":12,"\u0627\u0644\u0645\u0648\u0636\u0648\u0639":14,"\u0627\u0644\u0645\u0648\u0636\u0648\u0639\u0627\u062a":14,"\u0627\u0644\u0645\u064a\u062f\u0627\u0646":14,"\u0627\u0644\u0645\u064a\u0632\u0627\u062a":[0,12,20],"\u0627\u0644\u0645\u064a\u0643\u0631\u0648\u0641\u0648\u0646":12,"\u0627\u0644\u0646":14,"\u0627\u0644\u0646\u0627\u0634\u0626\u0629":14,"\u0627\u0644\u0646\u0627\u0636\u062c\u0629":14,"\u0627\u0644\u0646\u062a\u0627\u0626\u062c":14,"\u0627\u0644\u0646\u062a\u064a\u062c\u0629":[12,14],"\u0627\u0644\u0646\u062b\u0631":14,"\u0627\u0644\u0646\u062c\u0627\u062d":24,"\u0627\u0644\u0646\u062c\u0627\u062d\u0627\u062a":14,"\u0627\u0644\u0646\u0633\u0628\u064a\u0629":12,"\u0627\u0644\u0646\u0633\u062e\u0629":14,"\u0627\u0644\u0646\u0635\u064a":12,"\u0627\u0644\u0646\u0637\u0627\u0642":14,"\u0627\u0644\u0646\u0638\u0631":[12,14,20],"\u0627\u0644\u0646\u0638\u0631\u064a":14,"\u0627\u0644\u0646\u0645\u0627\u0630\u062c":[12,14],"\u0627\u0644\u0646\u0645\u0630\u062c\u0629":14,"\u0627\u0644\u0646\u0645\u0637\u064a":14,"\u0627\u0644\u0646\u0645\u0637\u064a\u0629":[14,20],"\u0627\u0644\u0646\u0645\u0648\u0630\u062c":12,"\u0627\u0644\u0646\u0645\u0648\u0630\u062c\u064a\u0629":14,"\u0627\u0644\u0646\u0647\u0627\u064a\u0629":[12,17],"\u0627\u0644\u0647\u0627\u062a\u0641":12,"\u0627\u0644\u0647\u0631\u0645\u064a":12,"\u0627\u0644\u0647\u0646\u062f\u0633\u064a\u0629":14,"\u0627\u0644\u0647\u064a\u0645\u0646\u0629":14,"\u0627\u0644\u0648\u0627\u0631\u062f":14,"\u0627\u0644\u0648\u0627\u0636\u062d\u0629":14,"\u0627\u0644\u0648\u0627\u0639\u064a":12,"\u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629":14,"\u0627\u0644\u0648\u062b\u0627\u0626\u0642":17,"\u0627\u0644\u0648\u062d\u062f\u0627\u062a":[14,20],"\u0627\u0644\u0648\u062d\u062f\u0629":20,"\u0627\u0644\u0648\u062d\u064a\u062f\u0629":12,"\u0627\u0644\u0648\u0632\u0646":14,"\u0627\u0644\u0648\u0635\u0641":12,"\u0627\u0644\u0648\u0635\u0648\u0644":14,"\u0627\u0644\u0648\u0638\u0627\u0626\u0641":14,"\u0627\u0644\u0648\u0638\u064a\u0641\u064a":14,"\u0627\u0644\u0648\u0642\u062a":[12,14],"\u0627\u0644\u0648\u064a\u0628":[12,14],"\u0627\u0644\u064a":[12,14],"\u0627\u0644\u064a\u062f":14,"\u0627\u0644\u064a\u0642\u064a\u0646":17,"\u0627\u0644\u064a\u0648\u0645\u064a\u0629":[12,14],"\u0627\u0644ndarrai":20,"\u0627\u0645\u062a\u062f\u0627\u062f":20,"\u0627\u0645\u0644":14,"\u0627\u0646\u0633\u062e":14,"\u0627\u0646\u0637\u0644\u0627\u0642":14,"\u0627\u0647\u0646":12,"\u0628":[12,14,20],"\u0628\u0623":14,"\u0628\u0623\u062f\u0648\u0627\u062a":14,"\u0628\u0623\u0644\u0648\u0627\u0646":14,"\u0628\u0623\u0646":[12,17,20],"\u0628\u0623\u0646\u0641\u0633\u0646\u0627":12,"\u0628\u0623\u0646\u0647":12,"\u0628\u0623\u0647\u0645\u064a\u0629":14,"\u0628\u0623\u064a":12,"\u0628\u0625\u062c\u0631\u0627\u0621":14,"\u0628\u0625\u062f\u062e\u0627\u0644":14,"\u0628\u0625\u0633\u062a\u062e\u062f\u0627\u0645\u0647":12,"\u0628\u0625\u0633\u062a\u0639\u0645\u0627\u0644":12,"\u0628\u0625\u0633\u0645":12,"\u0628\u0625\u0639\u0627\u062f\u0629":20,"\u0628\u0625\u0639\u062a\u0628\u0627\u0631":20,"\u0628\u0625\u0645\u0643\u0627\u0646\u0647\u0627":12,"\u0628\u0627\u062a":14,"\u0628\u0627\u0631\u0627\u0645\u062a\u0631\u0627\u062a":[0,12],"\u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645":[12,14],"\u0628\u0627\u0633\u062a\u062e\u0631\u0627\u062c":17,"\u0628\u0627\u0633\u062a\u0639\u0645\u0627\u0644":[12,14],"\u0628\u0627\u0633\u062a\u0642\u0644\u0627\u0644\u064a\u0629":14,"\u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631":14,"\u0628\u0627\u0644\u0623\u062e\u0637\u0627\u0621":12,"\u0628\u0627\u0644\u0623\u062f\u0648\u0627\u062a":[14,20],"\u0628\u0627\u0644\u0625\u062e\u062a\u064a\u0627\u0631":12,"\u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629":[14,17],"\u0628\u0627\u0644\u0625\u0639\u062a\u0645\u0627\u062f":12,"\u0628\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a":20,"\u0628\u0627\u0644\u062a":[12,14],"\u0628\u0627\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a":14,"\u0628\u0627\u0644\u062a\u0641\u0635\u064a\u0644":14,"\u0628\u0627\u0644\u062a\u0646\u0628\u0624":12,"\u0628\u0627\u0644\u062a\u0646\u0641\u064a\u0630":14,"\u0628\u0627\u0644\u062b\u0642\u0629":14,"\u0628\u0627\u0644\u062c\u0648\u062f\u0629":14,"\u0628\u0627\u0644\u0639\u062f\u064a\u062f":12,"\u0628\u0627\u0644\u0639\u0645\u0644":17,"\u0628\u0627\u0644\u0641\u0639\u0644":14,"\u0628\u0627\u0644\u0642\u0645\u0627\u0645\u0629":12,"\u0628\u0627\u0644\u0642\u064a\u0627\u062f\u0629":12,"\u0628\u0627\u0644\u0642\u064a\u0645":12,"\u0628\u0627\u0644\u0643\u0627\u062f":12,"\u0628\u0627\u0644\u0643\u0627\u0645\u0644":14,"\u0628\u0627\u0644\u0644":14,"\u0628\u0627\u0644\u0645\u062c\u0627\u0644":14,"\u0628\u0627\u0644\u0645\u0634\u0631\u0648\u0639":12,"\u0628\u0627\u0644\u0645\u0639\u0646\u0649":12,"\u0628\u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629":12,"\u0628\u0627\u0644\u0645\u0646\u062a\u062f\u0649":14,"\u0628\u0627\u0644\u0645\u0648\u0636\u0648\u0639":14,"\u0628\u0627\u0644\u0646\u0633\u0628\u0629":[12,14,17],"\u0628\u0627\u0644\u0646\u0638\u0631":17,"\u0628\u0627\u0644\u0646\u0645\u0627\u0630\u062c":12,"\u0628\u0627\u064a\u062b\u0648\u0646":14,"\u0628\u0628\u0633\u0627\u0637\u0629":20,"\u0628\u0628\u0639\u0636":12,"\u0628\u062a\u062b\u0628\u064a\u062a":14,"\u0628\u062a\u062d\u062f\u064a\u062f":12,"\u0628\u062a\u062f\u0626\u064a\u0646":14,"\u0628\u062a\u062f\u0631\u064a\u0628":[12,14],"\u0628\u062a\u062f\u0631\u064a\u0633":14,"\u0628\u062a\u0633\u062c\u064a\u0644":14,"\u0628\u062a\u0633\u0645\u064a\u0629":12,"\u0628\u062a\u0635\u0645\u064a\u0645":20,"\u0628\u062a\u0637\u0648\u064a\u0631":12,"\u0628\u062a\u0639\u0644":17,"\u0628\u062a\u0639\u0645":14,"\u0628\u062a\u063a\u0637\u064a\u062a\u0647\u0627":17,"\u0628\u062a\u063a\u0644\u064a\u0641":14,"\u0628\u062a\u063a\u064a\u064a\u0631":12,"\u0628\u062b\u0642\u0629":12,"\u0628\u062c\u0627\u0646\u0628":12,"\u0628\u062d\u0627\u062c\u0629":12,"\u0628\u062d\u062c\u0645":12,"\u0628\u062d\u0633\u0627\u0628":17,"\u0628\u062d\u064a\u062b":[12,14],"\u0628\u062e\u0635\u0627\u0626\u0635":14,"\u0628\u062f\u0623":14,"\u0628\u062f\u0623\u062a":14,"\u0628\u062f\u0623\u0646\u0627":[12,14],"\u0628\u062f\u0631\u062c\u0629":[12,14],"\u0628\u062f\u0639\u064a\u0646":14,"\u0628\u062f\u0642":14,"\u0628\u062f\u0642\u0629":12,"\u0628\u062f\u0644\u0627":12,"\u0628\u062f\u0648\u0646":[12,14],"\u0628\u062f\u064a\u0644":12,"\u0628\u0630\u0627\u062a\u0647\u0627":14,"\u0628\u0630\u0643\u0627\u0621":12,"\u0628\u0631\u0627\u0645\u062a\u0631\u0627\u062a\u0647":12,"\u0628\u0631\u0627\u0645\u062c":12,"\u0628\u0631\u0632":14,"\u0628\u0631\u0645\u062c\u0629":12,"\u0628\u0631\u0645\u062c\u0648\u0646":14,"\u0628\u0631\u0645\u062c\u064a":[12,14],"\u0628\u0631\u0646\u0627\u0645\u062c":[12,14],"\u0628\u0632\u064a\u0627\u0631\u0629":14,"\u0628\u0633\u0628\u0628":[12,14],"\u0628\u0633\u0631\u0639\u0629":14,"\u0628\u0633\u0647\u0648\u0644\u0629":[12,14],"\u0628\u0633\u064a\u0627\u0633\u0629":14,"\u0628\u0634\u0623\u0646":14,"\u0628\u0634\u0631\u0629":12,"\u0628\u0634\u0631\u062d":14,"\u0628\u0634\u0639\u0628\u064a\u0629":14,"\u0628\u0634\u0643\u0644":[12,14,17],"\u0628\u0635\u062f\u062f\u0647":14,"\u0628\u0635\u0631\u0641":14,"\u0628\u0635\u064a\u0627\u063a\u0629":14,"\u0628\u0636\u0639":[12,14],"\u0628\u0637":14,"\u0628\u0637\u0631\u0642":12,"\u0628\u0637\u0631\u064a\u0642\u0629":[12,14],"\u0628\u0637\u0642\u0633":12,"\u0628\u0639\u062f":[12,14,17],"\u0628\u0639\u0631\u0636":12,"\u0628\u0639\u0636":[12,14,17,20],"\u0628\u0639\u0636\u0627":12,"\u0628\u0639\u0636\u0647\u0627":12,"\u0628\u0639\u0645\u0642":14,"\u0628\u0639\u0645\u0644":17,"\u0628\u0639\u0646\u0627\u062f":12,"\u0628\u0639\u064a\u062f":[14,17],"\u0628\u063a\u0636":12,"\u0628\u0640":14,"\u0628\u0641\u0642\u062f\u0627\u0646":12,"\u0628\u0642\u0627\u0626\u0645\u0629":12,"\u0628\u0642\u064a\u0629":20,"\u0628\u0643":14,"\u0628\u0643\u062b\u064a\u0631":14,"\u0628\u0643\u0633\u0644":12,"\u0628\u0643\u0641\u0627\u0621\u0629":14,"\u0628\u0643\u0644\u0645\u0627\u062a":0,"\u0628\u0643\u0644\u0645\u0629":12,"\u0628\u0643\u064a\u0641\u064a":14,"\u0628\u0644":[14,17],"\u0628\u0645\u0627":[12,14],"\u0628\u0645\u062c\u0631":14,"\u0628\u0645\u062c\u0631\u062f":[12,20],"\u0628\u0645\u062c\u0645\u0648\u0639\u0629":12,"\u0628\u0645\u0639\u0631":12,"\u0628\u0645\u0639\u0638\u0645":14,"\u0628\u0645\u0639\u0646\u0649":[12,14],"\u0628\u0645\u0648\u062c\u0628":14,"\u0628\u0646\u0627":[12,14],"\u0628\u0646\u0627\u0621":[12,14],"\u0628\u0646\u0627\u0621\u0627":12,"\u0628\u0646\u062c\u0627\u062d":14,"\u0628\u0646\u0633\u0628\u0629":12,"\u0628\u0646\u0635":12,"\u0628\u0646\u0641\u0633":12,"\u0628\u0646\u0645\u0648\u0630\u062c":12,"\u0628\u0646\u0647\u062c":14,"\u0628\u0646\u0648\u0639":12,"\u0628\u0647":12,"\u0628\u0647\u0627":[12,14],"\u0628\u0647\u0630\u0627":[14,20],"\u0628\u0647\u0630\u0647":12,"\u0628\u0647\u0645":14,"\u0628\u0647\u0645\u0627":20,"\u0628\u0648\u0627\u0633\u0637\u0629":12,"\u0628\u0648\u0636\u0648\u062d":14,"\u0628\u0648\u0642\u0648\u0639\u0647\u0627":12,"\u0628\u064a\u0626":14,"\u0628\u064a\u0626\u0629":[12,20],"\u0628\u064a\u0627\u0646\u0627\u062a":[12,14],"\u0628\u064a\u0627\u0646\u0627\u062a\u0646\u0627":17,"\u0628\u064a\u0634\u0648\u0628":14,"\u0628\u064a\u0636\u0627\u0621":12,"\u0628\u064a\u0646":12,"\u0628\u064a\u0646\u0645\u0627":[14,20],"\u0629":[0,17,20],"\u062a":[12,14],"\u062a\u0622\u0645\u0631":12,"\u062a\u0623\u062a\u064a":12,"\u062a\u0623\u062b\u064a\u0631":12,"\u062a\u0623\u062b\u064a\u0631\u0627\u062a":14,"\u062a\u0623\u062b\u064a\u0631\u0647\u0627":14,"\u062a\u0623\u062e\u0630":12,"\u062a\u0623\u0645":12,"\u062a\u0624\u062b":14,"\u062a\u0624\u062f":12,"\u062a\u0627\u0628\u0639":12,"\u062a\u0627\u062d":14,"\u062a\u0627\u062d\u0629":14,"\u062a\u0628":14,"\u062a\u0628\u062f\u0648":12,"\u062a\u0628\u062f\u0648\u0627\u0646":12,"\u062a\u0628\u0646\u0649":0,"\u062a\u062a\u062c\u0627\u0648\u0632":[12,17],"\u062a\u062a\u062e\u064a":12,"\u062a\u062a\u062e\u064a\u0644":12,"\u062a\u062a\u0630\u0648":14,"\u062a\u062a\u0637\u0644":[12,14],"\u062a\u062a\u0639\u0644\u0645":12,"\u062a\u062a\u0643\u0648\u0646":12,"\u062a\u062a\u0645\u062b\u0644":12,"\u062a\u062a\u0648\u0627\u0641\u0642":[12,17],"\u062a\u062c\u0627\u0631\u0629":12,"\u062a\u062c\u062f":12,"\u062a\u062c\u0631\u0628\u0629":14,"\u062a\u062c\u0639\u0644":20,"\u062a\u062c\u0645\u0639":12,"\u062a\u062c\u0645\u064a\u0639":14,"\u062a\u062d\u062a":14,"\u062a\u062d\u062a\u0648\u064a":[12,14,20],"\u062a\u062d\u062f":14,"\u062a\u062d\u062f\u062b":12,"\u062a\u062d\u062f\u062b\u0646\u0627":12,"\u062a\u062d\u062f\u062f":12,"\u062a\u062d\u062f\u064a\u0627":14,"\u062a\u062d\u062f\u064a\u0627\u062a":14,"\u062a\u062d\u062f\u064a\u062b":12,"\u062a\u062d\u062f\u064a\u062f":[12,17],"\u062a\u062d\u0631\u0643":12,"\u062a\u062d\u0633":0,"\u062a\u062d\u0633\u0646\u0627":12,"\u062a\u062d\u0633\u064a\u0646":[12,14],"\u062a\u062d\u0633\u064a\u0646\u0647":12,"\u062a\u062d\u0641\u064a\u0632\u064a":24,"\u062a\u062d\u0644":12,"\u062a\u062d\u0644\u064a\u0644":12,"\u062a\u062d\u0648\u064a\u0644":12,"\u062a\u062d\u0648\u064a\u0644\u0647\u0627":12,"\u062a\u062e\u062a\u0644\u0641":12,"\u062a\u062e\u0632\u064a\u0646":[14,20],"\u062a\u062e\u0635":14,"\u062a\u062e\u0637\u064a":20,"\u062a\u062e\u064a":12,"\u062a\u062f\u0631":14,"\u062a\u062f\u0631\u064a\u0628":12,"\u062a\u062f\u0631\u064a\u0628\u064a\u0629":14,"\u062a\u062f\u0631\u064a\u0633":14,"\u062a\u062f\u0639\u0645":20,"\u062a\u062f\u0644":12,"\u062a\u062f\u0647\u0648\u0631":12,"\u062a\u0630\u0643\u064a\u0631":14,"\u062a\u0631\u062a\u064a\u0628":14,"\u062a\u0631\u062c\u0645\u0629":[12,24],"\u062a\u0631\u063a\u0628":[14,17],"\u062a\u0632\u0627\u0644":14,"\u062a\u0632\u0648\u064a\u062f":12,"\u062a\u0632\u0648\u064a\u062f\u0643":20,"\u062a\u0633\u0627\u0639\u062f":14,"\u062a\u0633\u0627\u0639\u062f\u0643":12,"\u062a\u0633\u062a\u062e\u062f\u0645":[12,14],"\u062a\u0633\u062a\u0637\u0639":12,"\u062a\u0633\u062a\u0637\u064a\u0639":14,"\u062a\u0633\u062a\u0639\u0635\u064a":14,"\u062a\u0633\u062a\u0639\u0645\u0644":12,"\u062a\u0633\u062a\u063a\u0644":14,"\u062a\u0633\u062a\u0648\u0639\u0628":12,"\u062a\u0633\u062f\u064a\u062f":12,"\u062a\u0633\u0645":12,"\u062a\u0633\u0645\u0649":12,"\u062a\u0633\u0645\u064a\u0627\u062a":12,"\u062a\u0633\u0645\u064a\u0627\u062a\u0647\u0627":12,"\u062a\u0633\u0645\u064a\u0629":12,"\u062a\u0633\u0647\u0644":14,"\u062a\u0633\u064a\u064a\u0631":14,"\u062a\u0634\u0628\u0647":20,"\u062a\u0634\u062a\u0645\u0644":20,"\u062a\u0634\u063a\u064a\u0644":14,"\u062a\u0634\u063a\u064a\u0644\u0647\u0627":12,"\u062a\u0634\u0643":12,"\u062a\u0635\u0644":14,"\u062a\u0635\u0645\u064a\u0645":12,"\u062a\u0635\u0648":12,"\u062a\u0635\u064a\u0631":12,"\u062a\u0637\u0628\u064a\u0642":[12,14],"\u062a\u0637\u0628\u064a\u0642\u0627\u062a":14,"\u062a\u0637\u0628\u064a\u0642\u0646\u0627":12,"\u062a\u0637\u0628\u064a\u0642\u0647\u0627":12,"\u062a\u0637\u0644":14,"\u062a\u0637\u0648\u064a\u0631":[12,14,17],"\u062a\u0637\u0648\u064a\u0631\u0647\u0627":20,"\u062a\u0639\u0629":14,"\u062a\u0639\u062a\u0642\u062f\u0647":14,"\u062a\u0639\u062a\u0645\u062f":14,"\u062a\u0639\u062b":12,"\u062a\u0639\u062f":14,"\u062a\u0639\u062f\u062f\u0629":14,"\u062a\u0639\u062f\u064a\u0644":[12,14],"\u062a\u0639\u062f\u064a\u0644\u0627\u062a":14,"\u062a\u0639\u062f\u064a\u0644\u0647":14,"\u062a\u0639\u0631":12,"\u062a\u0639\u0631\u0641":[12,14],"\u062a\u0639\u0631\u0641\u0647\u0627":12,"\u062a\u0639\u0642\u064a\u062f":14,"\u062a\u0639\u0642\u064a\u062f\u0627":12,"\u062a\u0639\u0644":[0,12,14],"\u062a\u0639\u0644\u0645\u0629":14,"\u062a\u0639\u0644\u064a\u0645":14,"\u062a\u0639\u0644\u064a\u0645\u0627\u062a":14,"\u062a\u0639\u0644\u064a\u0645\u064a":12,"\u062a\u0639\u0645\u0644":[12,14],"\u062a\u0639\u064a":12,"\u062a\u0639\u064a\u064a":12,"\u062a\u0639\u064a\u064a\u0646":12,"\u062a\u0639\u064a\u064a\u0646\u0627\u062a":12,"\u062a\u063a\u0637\u064a":14,"\u062a\u063a\u064a\u064a":12,"\u062a\u063a\u064a\u064a\u0631":12,"\u062a\u0641\u0627\u0635\u064a\u0644":14,"\u062a\u0641\u0627\u0639\u0644\u0627\u062a":12,"\u062a\u0641\u0627\u0639\u0644\u0647\u0627":12,"\u062a\u0641\u062a\u0642\u0631":14,"\u062a\u0641\u0633\u064a\u0631":12,"\u062a\u0641\u0635\u0644":12,"\u062a\u0641\u0636\u064a\u0644":14,"\u062a\u0641\u0647\u0645":14,"\u062a\u0641\u0647\u0645\u0647\u0627":20,"\u062a\u0641\u0648\u0642":12,"\u062a\u0642\u0627\u0648\u0645":12,"\u062a\u0642\u062f":14,"\u062a\u0642\u062f\u0645":14,"\u062a\u0642\u062f\u0645\u0643":20,"\u062a\u0642\u062f\u064a\u0631\u0627\u062a":12,"\u062a\u0642\u062f\u064a\u0631\u0647\u0627":12,"\u062a\u0642\u062f\u064a\u0645":[12,14],"\u062a\u0642\u062f\u064a\u0645\u0647":17,"\u062a\u0642\u0631":14,"\u062a\u0642\u0631\u064a\u0628":14,"\u062a\u0642\u0633\u064a\u0645":14,"\u062a\u0642\u0644":12,"\u062a\u0642\u0644\u0642":[12,20],"\u062a\u0642\u0644\u064a\u062f\u064a\u0629":12,"\u062a\u0642\u0644\u064a\u0644":12,"\u062a\u0642\u0646\u0629":14,"\u062a\u0642\u0646\u064a":14,"\u062a\u0642\u0646\u064a\u0627\u062a":14,"\u062a\u0642\u0646\u064a\u0629":14,"\u062a\u0642\u0648\u062f":[12,14],"\u062a\u0642\u0648\u0645":[12,14,17],"\u062a\u0643":14,"\u062a\u0643\u0627\u0645\u0644":14,"\u062a\u0643\u0627\u0645\u0644\u0629":14,"\u062a\u0643\u062a\u0628":12,"\u062a\u0643\u0646":14,"\u062a\u0643\u0648\u0646":[0,12,14,17,20],"\u062a\u0643\u064a\u064a\u0641":12,"\u062a\u0644":14,"\u062a\u0644\u0642\u0627\u0626\u064a":[12,17],"\u062a\u0644\u0642\u0627\u0626\u064a\u0629":12,"\u062a\u0644\u0643":[12,14,17],"\u062a\u0645":[12,14,20],"\u062a\u0645\u0627\u0631\u0633":14,"\u062a\u0645\u0627\u0631\u064a\u0646":24,"\u062a\u0645\u0627\u0645":[12,14],"\u062a\u0645\u0627\u0645\u0627":12,"\u062a\u0645\u062b\u0644":20,"\u062a\u0645\u062b\u064a\u0644":[12,14],"\u062a\u0645\u0643":12,"\u062a\u0645\u0647\u064a\u062f":24,"\u062a\u0646\u0627\u0633\u0628":17,"\u062a\u0646\u0627\u0648\u0644\u062a":14,"\u062a\u0646\u0628\u0624\u0627":12,"\u062a\u0646\u0628\u0624\u064a":12,"\u062a\u0646\u0628\u064a\u0647":12,"\u062a\u0646\u062d\u0646\u064a":12,"\u062a\u0646\u0633\u064a\u0642\u0647\u0627":14,"\u062a\u0646\u0638\u064a\u0641":17,"\u062a\u0646\u0638\u064a\u0645\u064a\u0627":14,"\u062a\u0646\u0641\u064a\u0630":14,"\u062a\u0646\u0641\u064a\u0630\u0647\u0627":14,"\u062a\u0647\u0627":12,"\u062a\u0647\u064a\u0626\u0629":12,"\u062a\u0648\u0627\u0641\u0642":20,"\u062a\u0648\u062c\u062f":[14,20],"\u062a\u0648\u0636":[12,14],"\u062a\u0648\u0641\u0631":17,"\u062a\u0648\u0642\u0639\u0627\u062a\u0646\u0627":12,"\u062a\u064a":14,"\u062a\u064a\u062c\u0629":12,"\u062a\u064a\u0646":[12,14],"\u062b\u0627\u0628\u062a":12,"\u062b\u0627\u0628\u062a\u0629":12,"\u062b\u0627\u0644":14,"\u062b\u0627\u0646\u064a\u0627":[12,20],"\u062b\u0627\u0646\u064a\u0629":12,"\u062b\u0628\u0627\u062a":12,"\u062b\u0644":14,"\u062b\u0644\u0627\u062b\u0629":14,"\u062b\u0645":[12,14],"\u062b\u0646\u0627\u0626\u064a\u0629":12,"\u062b\u0648\u0627\u0646":12,"\u062b\u0648\u0631\u0629":14,"\u062c":[12,14,20],"\u062c\u0627\u0631\u064a":14,"\u062c\u0627\u0646\u0628":14,"\u062c\u0627\u0646\u0628\u0646\u0627":14,"\u062c\u0627\u0647\u0644\u064a\u0646":14,"\u062c\u0629":14,"\u062c\u062a\u0645\u0639":14,"\u062c\u062d\u0627\u0641\u0644":14,"\u062c\u062f":12,"\u062c\u062f\u0648\u0644":12,"\u062c\u062f\u064a\u062f":20,"\u062c\u062f\u064a\u062f\u0629":[12,14],"\u062c\u0630\u0631\u064a":12,"\u062c\u0631":12,"\u062c\u0631\u0628\u0629":12,"\u062c\u0643":14,"\u062c\u0645\u0639":12,"\u062c\u0645\u0644":12,"\u062c\u0645\u064a\u0639":[12,14,17],"\u062c\u0647\u0627\u062a":12,"\u062c\u0647\u0627\u0632":[12,14],"\u062c\u064a":[12,14],"\u062c\u064a\u062f":[12,14],"\u062d":[12,14],"\u062d\u0627\u0633\u0645\u0629":12,"\u062d\u0627\u0641\u0638":17,"\u062d\u0627\u0644\u0627\u062a":12,"\u062d\u0627\u0644\u0629":[12,14],"\u062d\u0627\u0646":12,"\u062d\u0628":14,"\u062d\u062a":12,"\u062d\u062a\u0645\u0644\u064a\u0646":14,"\u062d\u062a\u0648\u0649":[12,14],"\u062d\u062a\u0649":12,"\u062d\u062f":12,"\u062d\u062f\u062f\u0629":14,"\u062d\u062f\u0633":14,"\u062d\u062f\u0633\u064a":12,"\u062d\u062f\u064a\u062b":12,"\u062d\u062f\u064a\u062b\u0629":14,"\u062d\u062f\u064a\u062f":14,"\u062d\u0631":12,"\u062d\u0632\u0645\u0629":[14,17,20],"\u062d\u0633":[12,14],"\u062d\u0633\u0627\u0628":[14,17],"\u062d\u0633\u0627\u0628\u0627\u062a":14,"\u062d\u0633\u0627\u0628\u064a\u0629":14,"\u062d\u0633\u0628":14,"\u062d\u0633\u064a\u0646":14,"\u062d\u0638":12,"\u062d\u0641\u0638":17,"\u062d\u0641\u0638\u0647\u0627":14,"\u062d\u0642\u064a\u0642\u064a":12,"\u062d\u0642\u064a\u0642\u064a\u0629":14,"\u062d\u0644":[12,14],"\u062d\u0644\u0627":14,"\u062d\u0644\u0629":12,"\u062d\u0644\u0648\u0644":12,"\u062d\u0648\u0627\u0644\u064a":12,"\u062d\u0648\u0633\u0628\u0629":14,"\u062d\u0648\u0644":12,"\u062d\u064a\u062b":[12,14,17,20],"\u062d\u064a\u0646":[12,14,20],"\u062d\u064a\u0646\u0647\u0627":[14,20],"\u062e":14,"\u062e\u0627\u0635":[12,14],"\u062e\u0627\u0635\u064a\u0629":12,"\u062e\u0627\u0644":17,"\u062e\u0627\u0645":12,"\u062e\u0628\u0631\u0646\u0627":14,"\u062e\u062a\u0644\u0641":14,"\u062e\u062a\u0644\u0641\u0629":14,"\u062e\u062f\u0645\u062a":14,"\u062e\u0630":[12,14],"\u062e\u0631":14,"\u062e\u0631\u062c\u0627\u062a":14,"\u062e\u0637\u0623":12,"\u062e\u0637\u0631":12,"\u062e\u0637\u0648\u0629":[0,17],"\u062e\u0641\u064a\u0641\u0629":14,"\u062e\u0644\u0627\u0641":20,"\u062e\u0644\u0627\u0644":[12,14],"\u062e\u0644\u0627\u0644\u0647\u0627":12,"\u062e\u0644\u0641":14,"\u062e\u0644\u0641\u064a\u0629":14,"\u062e\u0644\u0644":12,"\u062e\u0648\u0627\u0631\u0632\u0645\u064a":12,"\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a":14,"\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629":12,"\u062f":[12,14,20],"\u062f\u0627":12,"\u062f\u0627\u0626\u0645":20,"\u062f\u0627\u062e\u0644":20,"\u062f\u0627\u0631":14,"\u062f\u0627\u0644\u0629":14,"\u062f\u0629":14,"\u062f\u062e\u0644":14,"\u062f\u0631":14,"\u062f\u0631\u0627\u0633\u0629":12,"\u062f\u0631\u0629":14,"\u062f\u0631\u064a\u0628":[12,14],"\u062f\u0639\u0648\u0646\u0627":20,"\u062f\u0641\u0627\u062a\u0631":14,"\u062f\u0641\u062a\u0631":14,"\u062f\u0642":12,"\u062f\u0642\u064a\u0642\u0629":14,"\u062f\u0644\u064a\u0644":14,"\u062f\u0648\u0627\u0644":12,"\u062f\u0648\u0631":14,"\u062f\u0648\u0631\u0629":14,"\u062f\u0648\u0646":[12,20],"\u0630\u0627\u062a":12,"\u0630\u0643\u064a\u0629":14,"\u0630\u0644\u0643":[12,14,17,20],"\u0630\u064a":[12,14],"\u0631":[12,14],"\u0631\u0624\u064a\u0629":[12,14],"\u0631\u0626\u064a\u0633\u064a":12,"\u0631\u0627\u0626\u0639":14,"\u0631\u0627\u0628\u0637":14,"\u0631\u0627\u062a":[12,14],"\u0631\u0627\u0642\u0628\u0629":14,"\u0631\u0627\u0645\u062c":12,"\u0631\u0629":14,"\u0631\u062a":[12,14],"\u0631\u062c":12,"\u0631\u062c\u0649":14,"\u0631\u0633\u0627\u0626\u0644":14,"\u0631\u0633\u0645\u064a":12,"\u0631\u0633\u0645\u064a\u0629":12,"\u0631\u063a\u0645":12,"\u0631\u0642":12,"\u0631\u0642\u0645\u064a":12,"\u0631\u0642\u0645\u064a\u0629":12,"\u0631\u0643":14,"\u0631\u0643\u0628\u0646\u0627":12,"\u0631\u0645\u0632":14,"\u0631\u0645\u0648\u0632":24,"\u0631\u0646\u0627":12,"\u0631\u0647":12,"\u0631\u064a":12,"\u0631\u064a\u0627\u0636\u064a":12,"\u0631\u064a\u0627\u0636\u064a\u0629":[14,20],"\u0631\u064a\u062f":14,"\u0631\u064a\u0639":14,"\u0631\u064a\u0639\u0629":14,"\u0631\u064a\u0642":14,"\u0631\u064a\u0642\u0629":12,"\u0631\u064a\u0646":12,"\u0632":[12,14],"\u0632\u0626\u064a":14,"\u0632\u0627\u062a":12,"\u0632\u0627\u062f":12,"\u0632\u062a":14,"\u0632\u0645":14,"\u0632\u0645\u0646":14,"\u0633":14,"\u0633\u0624\u0627\u0644":12,"\u0633\u0627\u0628\u0642":12,"\u0633\u0627\u0628\u0642\u0627":12,"\u0633\u0627\u0628\u0642\u0629":14,"\u0633\u0627\u0631\u062a":12,"\u0633\u0627\u0639\u0627\u062a":12,"\u0633\u0627\u0639\u062f\u0629":14,"\u0633\u0627\u0639\u062f\u0648\u0627":14,"\u0633\u0627\u0644\u0628":12,"\u0633\u0627\u0647\u0645":14,"\u0633\u0628\u0627\u0642\u0627":12,"\u0633\u0628\u0628":[12,14],"\u0633\u0628\u0642":14,"\u0633\u0628\u064a\u0644":[12,14,20],"\u0633\u062a\u062a\u0639\u0644":14,"\u0633\u062a\u062a\u0643\u0648":12,"\u0633\u062a\u062a\u0645\u0643\u0646":14,"\u0633\u062a\u062c\u0639\u0644\u0643":14,"\u0633\u062a\u062d\u0635\u0644":12,"\u0633\u062a\u062e\u062f\u0645":[12,14],"\u0633\u062a\u062e\u062f\u0645\u0629":14,"\u0633\u062a\u0633\u062a\u0646\u062f":20,"\u0633\u062a\u0639\u0645\u0644":12,"\u0633\u062a\u0642\u0628\u0644\u064a\u0629":14,"\u0633\u062a\u0643\u0648\u0646":14,"\u0633\u062a\u0645\u0643\u0646\u0643":20,"\u0633\u062c\u0644\u0627\u062a":12,"\u0633\u062e":14,"\u0633\u0631\u0637\u0627\u0646":12,"\u0633\u0631\u0639\u0627\u0646":12,"\u0633\u0631\u064a\u0639":14,"\u0633\u0631\u064a\u0639\u0629":17,"\u0633\u0637\u062d":12,"\u0633\u0637\u062d\u064a\u0629":0,"\u0633\u0637\u0648\u0639":12,"\u0633\u0644\u0629":12,"\u0633\u0644\u062d\u064a\u0646":12,"\u0633\u0644\u0633\u0644\u0629":14,"\u0633\u0644\u0648\u0643":12,"\u0633\u0644\u0648\u0643\u0647\u0627":12,"\u0633\u0644\u064a\u0645":17,"\u0633\u0645\u0627\u0639":12,"\u0633\u0645\u0631\u0627\u0621":12,"\u0633\u0645\u0649":14,"\u0633\u0646":[12,14],"\u0633\u0646\u0628\u064a\u0646":17,"\u0633\u0646\u062a\u0628\u0639":12,"\u0633\u0646\u062a\u0639\u0627\u0645\u0644":20,"\u0633\u0646\u062c\u062a\u0645\u0639":12,"\u0633\u0646\u062d\u062a\u0627\u062c":17,"\u0633\u0646\u0631\u0643":12,"\u0633\u0646\u0633\u0645\u064a\u0647":20,"\u0633\u0646\u0634\u064a\u0631":20,"\u0633\u0646\u0635\u0644":12,"\u0633\u0646\u0639\u0637\u064a":14,"\u0633\u0646\u0641\u062a\u0631\u0636":14,"\u0633\u0646\u0641\u0635":12,"\u0633\u0646\u0642\u0648\u0645":[14,20],"\u0633\u0646\u0646\u0627\u0642\u0634":12,"\u0633\u0646\u0648\u0627\u062a":14,"\u0633\u0647\u0644":14,"\u0633\u0647\u0644\u0627":14,"\u0633\u0647\u0644\u0629":[12,14],"\u0633\u0648\u0627\u0621":14,"\u0633\u0648\u062f\u0629":14,"\u0633\u0648\u0641":[12,14,20],"\u0633\u0648\u0645":14,"\u0633\u0648\u0649":[12,20],"\u0633\u064a\u0621":12,"\u0633\u064a\u0626":12,"\u0633\u064a\u0627\u0631\u0627\u062a":14,"\u0633\u064a\u0627\u0631\u0629":12,"\u0633\u064a\u0627\u0642":20,"\u0633\u064a\u062a\u0639\u0644":12,"\u0633\u064a\u062a\u0645":[12,17,20],"\u0633\u064a\u062c\u0645\u0639":12,"\u0633\u064a\u0639\u062a\u0628\u0631\u0647\u0627":20,"\u0633\u064a\u0639\u064a\u0634":12,"\u0633\u064a\u0641\u062a\u062d":12,"\u0633\u064a\u0643\u0648\u0646":[12,14],"\u0633\u064a\u0645\u0627":14,"\u0633\u064a\u0646":14,"\u0634":[12,14],"\u0634\u0626":12,"\u0634\u0627\u0626\u0639":14,"\u0634\u0627\u0631\u0643\u0629":14,"\u0634\u0627\u0645\u0644":14,"\u0634\u0627\u0645\u0644\u0627":14,"\u0634\u062e\u0635":17,"\u0634\u0631":12,"\u0634\u0631\u062d":[12,14],"\u0634\u0631\u062d\u0647\u0627":14,"\u0634\u0631\u0639\u0646\u0627":14,"\u0634\u0643":14,"\u0634\u0643\u0644":[12,14],"\u0634\u0643\u0644\u0627\u062a":14,"\u0634\u064a\u0621":[12,14,17,20],"\u0634\u064a\u0626\u0627\u0646":20,"\u0634\u064a\u0631":20,"\u0634\u064a\u0648\u0639":12,"\u0635":[14,20,24],"\u0635\u0627\u062a":14,"\u0635\u0627\u0631\u0645":17,"\u0635\u0628\u062d":14,"\u0635\u0629":20,"\u0635\u062d\u064a\u062d":[12,14],"\u0635\u062d\u064a\u062d\u0629":[12,20],"\u0635\u0631\u064a\u062d":12,"\u0635\u0639\u0628\u0629":[12,14],"\u0635\u0639\u0648\u0628\u0629":20,"\u0635\u063a\u0631\u062a":12,"\u0635\u063a\u064a\u0631":14,"\u0635\u063a\u064a\u0631\u0629":12,"\u0635\u0641\u062d\u0627\u062a":[12,14],"\u0635\u0641\u062d\u0629":14,"\u0635\u0641\u064a":20,"\u0635\u0647\u0627":12,"\u0635\u0648\u062a\u064a\u0629":12,"\u0635\u0648\u0631\u0629":12,"\u0635\u0648\u0635":14,"\u0636":[12,14],"\u0636\u0626\u064a\u0644":14,"\u0636\u0627":14,"\u0636\u0628\u0637":12,"\u0636\u062d":12,"\u0636\u062e\u0645\u0629":12,"\u0636\u062f":12,"\u0636\u0631\u0648\u0631\u064a":14,"\u0636\u0645":14,"\u0636\u0648\u0621":12,"\u0636\u064a\u0642\u0629":14,"\u0637":12,"\u0637\u0627\u0642":14,"\u0637\u0628\u0642\u0629":14,"\u0637\u0631\u062d":14,"\u0637\u0631\u064a\u0642":12,"\u0637\u0631\u064a\u0642\u0629":[12,14,17,20],"\u0637\u0631\u064a\u0642\u0646\u0627":12,"\u0637\u0641\u064a\u0641":14,"\u0637\u0644\u0628":14,"\u0637\u0648":[12,14],"\u0637\u0648\u0644":12,"\u0638\u0631\u0641":12,"\u0638\u0644":17,"\u0638\u0647\u0631\u062a":14,"\u0639":[12,14],"\u0639\u0627\u0626\u0644\u0629":12,"\u0639\u0627\u062f\u0629":[12,14,17],"\u0639\u0627\u062f\u0644\u0627\u062a":14,"\u0639\u0627\u062f\u064a\u0629":12,"\u0639\u0627\u0644\u062c\u0629":14,"\u0639\u0627\u0644\u0645":[12,14],"\u0639\u0627\u0645":[12,14],"\u0639\u0627\u0645\u0629":14,"\u0639\u0627\u0645\u0644":12,"\u0639\u0628\u0629":14,"\u0639\u0628\u0631":[12,14],"\u0639\u0629":[12,14],"\u0639\u062a\u0628\u0631":14,"\u0639\u062b\u0631\u0627\u062a":14,"\u0639\u062f":[12,14],"\u0639\u062f\u0629":14,"\u0639\u062f\u062f":[0,12,14,20],"\u0639\u062f\u062f\u0627":12,"\u0639\u062f\u0645":[12,17],"\u0639\u0631":12,"\u0639\u0631\u0628\u0629":12,"\u0639\u0631\u0628\u064a":0,"\u0639\u0631\u0636":[12,14],"\u0639\u0631\u0641":12,"\u0639\u0634\u0631\u064a\u0629":20,"\u0639\u0634\u0648\u0627\u0626\u064a":12,"\u0639\u0638\u0645":14,"\u0639\u0641\u0627":14,"\u0639\u0644":[12,14],"\u0639\u0644\u0627\u0642\u0629":12,"\u0639\u0644\u0627\u0645\u0629":14,"\u0639\u0644\u0627\u0648\u0629":[12,14,17],"\u0639\u0644\u0645":[12,14],"\u0639\u0644\u0645\u0627\u0621":14,"\u0639\u0644\u0649":[12,14,17,20],"\u0639\u0644\u064a\u0643":[12,20],"\u0639\u0644\u064a\u0645":12,"\u0639\u0644\u064a\u0645\u0627\u062a":14,"\u0639\u0644\u064a\u0646\u0627":[12,14],"\u0639\u0644\u064a\u0647\u0627":[0,12,14,20],"\u0639\u0645":14,"\u0639\u0645\u0644":[12,14],"\u0639\u0645\u0644\u0646\u0627":12,"\u0639\u0645\u0644\u064a":[12,14,20],"\u0639\u0645\u0644\u064a\u0629":12,"\u0639\u0645\u0648\u0645":20,"\u0639\u0645\u064a\u0642":14,"\u0639\u0645\u064a\u0642\u0629":[0,12],"\u0639\u0645\u064a\u0644":12,"\u0639\u0646":[12,14,17],"\u0639\u0646\u0627\u0621":12,"\u0639\u0646\u0627\u0648\u064a\u0646":14,"\u0639\u0646\u062f":[0,12,14,20],"\u0639\u0646\u062f\u0626\u0630":12,"\u0639\u0646\u062f\u0645\u0627":[12,14,20],"\u0639\u0646\u062f\u0647\u0627":12,"\u0639\u0646\u0635\u0631":20,"\u0639\u0646\u0647":12,"\u0639\u0646\u0648\u0627\u0646":12,"\u0639\u0648\u0627\u0642\u0628":12,"\u0639\u064a":[12,14],"\u0639\u064a\u0646\u0629":14,"\u0639\u064a\u064a\u0646":12,"\u063a\u0627\u0644\u0628":[12,14],"\u063a\u0629":14,"\u063a\u0637":14,"\u063a\u0646\u064a\u0629":12,"\u063a\u064a":14,"\u063a\u064a\u0631":[12,14,17,20],"\u0641":[12,14],"\u0641\u0623\u0646\u062a":12,"\u0641\u0625\u0639\u0644\u0645":12,"\u0641\u0625\u0646":[0,12,14,20],"\u0641\u0625\u0646\u0646\u0627":[14,20],"\u0641\u0626\u0629":14,"\u0641\u0627\u0626\u062f\u0629":20,"\u0641\u0627\u0626\u062f\u062a":14,"\u0641\u0627\u0626\u062f\u062a\u0647":14,"\u0641\u0627\u062c\u0623":14,"\u0641\u0627\u0639":14,"\u0641\u0629":14,"\u0641\u062d\u0633\u0628":12,"\u0641\u0631\u062f\u064a":14,"\u0641\u0631\u062f\u064a\u0629":14,"\u0641\u0631\u064a\u062f\u0629":14,"\u0641\u0633":14,"\u0641\u0633\u062a":20,"\u0641\u0633\u062a\u0641\u0634\u0644":12,"\u0641\u0633\u062a\u0643\u0648\u0646":12,"\u0641\u0633\u0646\u062d\u062a\u0627\u062c":12,"\u0641\u0634\u0644":12,"\u0641\u0635\u0644":14,"\u0641\u0636\u0644":14,"\u0641\u0639":[12,14],"\u0641\u0639\u0644":12,"\u0641\u0639\u0644\u0649":12,"\u0641\u0639\u0646\u062f\u0645\u0627":12,"\u0641\u0641\u064a":12,"\u0641\u0642\u062f":[12,14],"\u0641\u0642\u0637":[12,14,20],"\u0641\u0643":12,"\u0641\u0643\u0631\u0629":14,"\u0641\u0643\u064a\u0631":[12,14],"\u0641\u0644\u0627":[12,14],"\u0641\u0644\u0648":12,"\u0641\u0645\u0627":20,"\u0641\u0645\u062b\u0644\u0627":12,"\u0641\u0645\u0646":12,"\u0641\u0646\u062d\u0646":12,"\u0641\u0647\u0631\u0633":17,"\u0641\u0647\u0645":[14,17,20],"\u0641\u0647\u0645\u0646\u0627":12,"\u0641\u064a":[0,12,13,14,17,20],"\u0641\u064a\u062c\u0628":[12,17],"\u0641\u064a\u0634\u064a\u0631":20,"\u0641\u064a\u0645\u0627":12,"\u0641\u064a\u0646":12,"\u0641\u064a\u0647":[0,12,14],"\u0641\u064a\u0647\u0627":[12,14,17],"\u0642":[12,14,20],"\u0642\u0627\u0626\u0645\u0629":14,"\u0642\u0627\u0628\u0644":14,"\u0642\u0627\u0628\u0644\u064a\u0629":14,"\u0642\u0627\u0628\u0644\u064a\u062a\u0647":12,"\u0642\u0627\u062f\u0631":12,"\u0642\u0627\u062f\u0631\u0629":[12,14],"\u0642\u0627\u062f\u0631\u0648\u0646":[12,14],"\u0642\u0627\u0631\u0646":12,"\u0642\u0627\u0639\u062f\u0629":12,"\u0642\u0628\u0644":[12,14,20],"\u0642\u0629":[12,14],"\u0642\u062f":[0,12,14,20],"\u0642\u062f\u0631":14,"\u0642\u062f\u0631\u0629":12,"\u0642\u062f\u0631\u062a\u0646\u0627":12,"\u0642\u062f\u0645":[12,14],"\u0642\u062f\u064a":14,"\u0642\u0631\u0627\u0621\u0627\u062a":12,"\u0642\u0631\u0627\u0621\u0629":12,"\u0642\u0631\u0627\u0631\u0627\u062a":[12,14],"\u0642\u0631\u0631":14,"\u0642\u0631\u064a\u0628":12,"\u0642\u0633\u0645":[14,20],"\u0642\u0635\u062f":12,"\u0642\u0635\u0635":24,"\u0642\u0635\u064a\u0631\u0627":12,"\u0642\u0637":12,"\u0642\u0637\u0629":[12,14],"\u0642\u0644":[12,14],"\u0642\u0644\u0628":12,"\u0642\u0645":[12,14],"\u0642\u0645\u0627\u0645\u0629":12,"\u0642\u0645\u0646\u0627":20,"\u0642\u0646\u064a\u0627\u062a":12,"\u0642\u0646\u064a\u0629":14,"\u0642\u0648\u0627\u0639\u062f":[12,14],"\u0642\u0648\u064a\u0629":[14,17],"\u0642\u064a\u0627\u0633":12,"\u0642\u064a\u0645":12,"\u0642\u064a\u0645\u0629":[12,14],"\u0642\u064a\u0645\u062a\u0647\u0627":12,"\u0643":[12,14,20],"\u0643\u0623\u0645\u062b\u0644\u0629":12,"\u0643\u0627\u0634\u0641":12,"\u0643\u0627\u0639\u062a\u0645\u0627\u062f\u064a\u0627\u062a":14,"\u0643\u0627\u0641\u064a":14,"\u0643\u0627\u0641\u064a\u0629":17,"\u0643\u0627\u0644\u0625\u0646\u062c\u0644\u064a\u0632\u064a\u0629":12,"\u0643\u0627\u0644\u0625\u0646\u0633\u0627\u0646":12,"\u0643\u0627\u0644\u062a\u0627\u0644\u064a":12,"\u0643\u0627\u0644\u062a\u0639\u0644":12,"\u0643\u0627\u0644\u0644\u063a\u0629":12,"\u0643\u0627\u0645\u0644":14,"\u0643\u0627\u0646":[12,14,20],"\u0643\u0627\u0646\u062a":[12,14],"\u0643\u0628\u0631\u062a":12,"\u0643\u0628\u064a\u0631":[12,14],"\u0643\u0628\u064a\u0631\u0629":[12,14],"\u0643\u062a\u0627\u0628":14,"\u0643\u062a\u0627\u0628\u0629":[12,14],"\u0643\u062a\u0636":14,"\u0643\u062b":14,"\u0643\u062b\u064a\u0631":12,"\u0643\u062b\u064a\u0631\u0627":0,"\u0643\u062c\u062f\u0627\u0648\u0644":17,"\u0643\u0631\u0631":12,"\u0643\u0639\u0642\u0644":12,"\u0643\u0640":12,"\u0643\u0641\u0627\u064a\u062a\u0646\u0627":12,"\u0643\u0641\u064a\u0644\u0629":12,"\u0643\u0643":14,"\u0643\u0644":[12,14,17],"\u0643\u0644\u0628":12,"\u0643\u0644\u0641\u0629":12,"\u0643\u0644\u0645\u0627\u062a":12,"\u0643\u0644\u0645\u0629":[12,20],"\u0643\u0645":14,"\u0643\u0645\u0627":[12,14],"\u0643\u0645\u0628\u064a\u0648\u062a\u0631":12,"\u0643\u0645\u062a\u062c\u0647\u0627\u062a":12,"\u0643\u0645\u062b\u0627\u0644":14,"\u0643\u0645\u062c\u0627\u0644\u0627\u062a":14,"\u0643\u0645\u062d\u0627\u0648\u0644\u0629":12,"\u0643\u0645\u062d\u0631":14,"\u0643\u0645\u0642\u0627\u0628\u0636":12,"\u0643\u0645\u0648\u0642\u0639":14,"\u0643\u0646":12,"\u0643\u0646\u0627":12,"\u0643\u0646\u062a":[12,17,20],"\u0643\u0646\u062a\u064a\u062c\u0629":12,"\u0643\u0646\u0635":14,"\u0643\u0647\u062f\u0641":12,"\u0643\u0647\u0630\u0647":14,"\u0643\u0647\u064a\u0643\u0644":20,"\u0643\u0648":14,"\u0643\u0648\u062f":[12,14],"\u0643\u064a":12,"\u0643\u064a\u0641":12,"\u0643\u064a\u0641\u064a":14,"\u0643\u064a\u0641\u064a\u0629":[12,14,17],"\u0644":[12,14],"\u0644\u0623\u062c\u0645\u0639":0,"\u0644\u0623\u062d\u062f\u062b":14,"\u0644\u0623\u0633\u0626\u0644\u062a\u0643":14,"\u0644\u0623\u0633\u0627\u0644\u064a\u0628":14,"\u0644\u0623\u0633\u0628\u0627\u0628":12,"\u0644\u0623\u0645\u062b\u0644\u0629":12,"\u0644\u0623\u0646":[0,12,14],"\u0644\u0623\u0646\u0646\u0627":14,"\u0644\u0623\u0646\u0647\u0627":12,"\u0644\u0623\u064a":[14,17],"\u0644\u0625\u062a\u0642\u0627\u0646":14,"\u0644\u0625\u062c\u062a\u0647\u0627\u062f\u0627\u062a":0,"\u0644\u0625\u062e\u062a\u064a\u0627\u0631":12,"\u0644\u0625\u062f\u0627\u0631\u0629":[12,14],"\u0644\u0625\u0636\u0627\u0641\u0629":12,"\u0644\u0625\u0637\u0644":14,"\u0644\u0625\u0646\u062c\u0627\u0632":20,"\u0644\u0625\u0646\u0634\u0627\u0621":20,"\u0644\u0625\u064a\u0642\u0627\u0638":12,"\u0644\u0625\u064a\u0645\u0627\u0646\u0646\u0627":14,"\u0644\u0627":[0,12,14,17,20],"\u0644\u0627\u0626":14,"\u0644\u0627\u062d\u0627":12,"\u0644\u0627\u062d\u0638":12,"\u0644\u0627\u062d\u0642":14,"\u0644\u0627\u062e\u062a\u062a\u0627\u0645":17,"\u0644\u0628":12,"\u0644\u0628\u062f\u0621":14,"\u0644\u0628\u0631\u0645\u062c\u064a":14,"\u0644\u0628\u0636\u0639":12,"\u0644\u0628\u0639\u0636":17,"\u0644\u0628\u0644\u0648\u063a":12,"\u0644\u0628\u0646\u0627\u0621":12,"\u0644\u0629":12,"\u0644\u062a":14,"\u0644\u062a\u062a\u0628":12,"\u0644\u062a\u062c\u0646":12,"\u0644\u062a\u062c\u0646\u0628":14,"\u0644\u062a\u062d\u062f\u064a\u062b":[12,14],"\u0644\u062a\u062d\u062f\u064a\u062f":12,"\u0644\u062a\u062d\u0642\u064a\u0642":14,"\u0644\u062a\u062e\u0632\u064a\u0646":[17,20],"\u0644\u062a\u062e\u0632\u064a\u0646\u0647\u0627":20,"\u0644\u062a\u062f\u0631\u064a\u0628":[12,14],"\u0644\u062a\u062f\u0631\u064a\u0633":14,"\u0644\u062a\u0633\u0644\u064a\u0637":12,"\u0644\u062a\u0637\u0628\u064a\u0642":[12,14],"\u0644\u062a\u0637\u0628\u064a\u0642\u0646\u0627":12,"\u0644\u062a\u0637\u0648\u064a\u0631":12,"\u0644\u062a\u0639\u0627\u0644\u062c":12,"\u0644\u062a\u0639\u0644":12,"\u0644\u062a\u063a\u064a\u064a\u0631":12,"\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a\u0646\u0627":12,"\u0644\u062a\u0642\u0644\u064a\u0644":12,"\u0644\u062a\u0644\u0627\u0626\u0645":14,"\u0644\u062a\u0645\u0643\u064a\u0646":20,"\u0644\u062a\u0645\u0647\u064a\u062f":0,"\u0644\u062a\u0646\u0633\u064a\u0642":14,"\u0644\u062a\u0646\u0641\u064a\u0630":14,"\u0644\u062a\u0646\u0641\u064a\u0630\u0647\u0627":14,"\u0644\u062a\u0648\u0635\u064a\u0641":14,"\u0644\u062a\u0648\u0644\u064a\u062f":14,"\u0644\u062c\u0639\u0644":14,"\u0644\u062c\u0639\u0644\u0647\u0627":14,"\u0644\u062d":12,"\u0644\u062d\u0633\u0646":17,"\u0644\u062d\u0644":[12,14],"\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a":12,"\u0644\u062e\u064a\u0635":12,"\u0644\u062f\u0631\u062c\u0629":14,"\u0644\u062f\u0639\u0645\u0647\u0645":14,"\u0644\u062f\u0649":14,"\u0644\u062f\u064a\u0643":14,"\u0644\u062f\u064a\u0646\u0627":[12,17],"\u0644\u0630\u0627":[0,12],"\u0644\u0630\u0644\u0643":[14,17,20],"\u0644\u0633\u0628\u0628":17,"\u0644\u0633\u0637\u0648\u0639":12,"\u0644\u0633\u0639\u0629":12,"\u0644\u0633\u0648\u0621":14,"\u0644\u0635":14,"\u0644\u0635\u0641\u062d\u0627\u062a":12,"\u0644\u0635\u0648\u0631\u0629":12,"\u0644\u0635\u064a\u0627\u063a\u0629":14,"\u0644\u0636\u0645\u0627\u0646":12,"\u0644\u0639\u0642\u0648\u062f":14,"\u0644\u0639\u0644\u0645\u0627\u0621":12,"\u0644\u0639\u0645\u0644\u064a":12,"\u0644\u063a\u0629":[12,17],"\u0644\u063a\u0631\u0636":12,"\u0644\u0640":[14,20],"\u0644\u0641\u062a\u0631\u0629":17,"\u0644\u0641\u062d\u0635":12,"\u0644\u0642\u0627\u0626\u064a":14,"\u0644\u0642\u062f":[14,20],"\u0644\u0643":[12,14,17],"\u0644\u0643\u062a\u0627\u0628\u0647":14,"\u0644\u0643\u0631\u064a\u0633":14,"\u0644\u0643\u0644":12,"\u0644\u0643\u0646":[12,14],"\u0644\u0643\u0646\u0646\u0627":14,"\u0644\u0643\u064a":[12,14,20],"\u0644\u0643\u064a\u0641\u064a":12,"\u0644\u0643\u064a\u0641\u064a\u0629":[12,14],"\u0644\u0644\u0622\u0644\u0627\u062a":12,"\u0644\u0644\u0623\u062c\u0647\u0632\u0629":14,"\u0644\u0644\u0625\u0628\u062f\u0627\u0639":12,"\u0644\u0644\u0625\u062c\u0627\u0628\u0629":14,"\u0644\u0644\u0625\u062d\u0635\u0627\u0621":14,"\u0644\u0644\u0625\u0634\u0627\u0631\u0629":12,"\u0644\u0644\u0625\u0642\u0631\u0627\u0636":12,"\u0644\u0644\u0627\u0644\u062a\u0632\u0627\u0645":14,"\u0644\u0644\u0628\u0627\u0631\u0627\u0645\u062a\u0631\u0627\u062a":12,"\u0644\u0644\u0628\u062f\u0621":[17,20],"\u0644\u0644\u0628\u0631\u0645\u062c\u0629":12,"\u0644\u0644\u0628\u0631\u0646\u0627\u0645\u062c":12,"\u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a":12,"\u0644\u0644\u062a":[12,14],"\u0644\u0644\u062a\u0634\u063a\u064a\u0644":14,"\u0644\u0644\u062a\u0637\u0648":14,"\u0644\u0644\u062a\u0637\u0648\u0631":14,"\u0644\u0644\u062a\u0639\u0631":12,"\u0644\u0644\u062a\u0639\u0631\u0641":12,"\u0644\u0644\u062a\u0639\u0644":[12,14,20],"\u0644\u0644\u062a\u0639\u0644\u0645":[12,14,17],"\u0644\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a":14,"\u0644\u0644\u062a\u0641\u0627\u0635\u064a\u0644":14,"\u0644\u0644\u062a\u0641\u0633\u064a\u0631":14,"\u0644\u0644\u062a\u0641\u0643\u064a\u0631":12,"\u0644\u0644\u062a\u0642\u0646\u064a\u0627\u062a":14,"\u0644\u0644\u062a\u0646\u0628\u0624":12,"\u0644\u0644\u062a\u0646\u0632\u064a\u0644":14,"\u0644\u0644\u062a\u0646\u0641\u064a\u0630":14,"\u0644\u0644\u062c\u0645\u064a\u0639":14,"\u0644\u0644\u062d\u0633\u0627\u0628":20,"\u0644\u0644\u062d\u0635\u0648\u0644":17,"\u0644\u0644\u062e\u0637":12,"\u0644\u0644\u062f\u0648\u0627\u0641\u0639":14,"\u0644\u0644\u0631\u062f":12,"\u0644\u0644\u0631\u064a\u0627\u0636\u064a":14,"\u0644\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a":17,"\u0644\u0644\u0633\u0645\u0627\u062d":17,"\u0644\u0644\u0633\u064a\u0631\u0629":12,"\u0644\u0644\u0635":12,"\u0644\u0644\u0637":14,"\u0644\u0644\u0639\u0645\u0644":17,"\u0644\u0644\u063a\u0627\u064a\u0629":[12,14],"\u0644\u0644\u0642":14,"\u0644\u0644\u0642\u0637\u0637":12,"\u0644\u0644\u0642\u064a\u0627\u0645":12,"\u0644\u0644\u0643\u062a\u0627\u0628":17,"\u0644\u0644\u0643\u0644\u0645\u0629":12,"\u0644\u0644\u0645":14,"\u0644\u0644\u0645\u062a\u062c\u0647\u0627\u062a":12,"\u0644\u0644\u0645\u062d\u062a\u0648\u0649":17,"\u0644\u0644\u0645\u062f\u062e\u0644\u0627\u062a":12,"\u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646":12,"\u0644\u0644\u0645\u0634\u0643\u0644\u0629":12,"\u0644\u0644\u0645\u0635\u0641\u0648\u0641\u0627\u062a":20,"\u0644\u0644\u0645\u0635\u0641\u0648\u0641\u0629":17,"\u0644\u0644\u0645\u0641\u0627\u0636\u0644\u0629":12,"\u0644\u0644\u0645\u0641\u0627\u0647\u064a\u0645":14,"\u0644\u0644\u0645\u0642\u0627\u0628\u0636":12,"\u0644\u0644\u0645\u0646\u0627\u0642\u0634\u0629":14,"\u0644\u0644\u0646":12,"\u0644\u0644\u0646\u0645\u0627\u0630\u062c":12,"\u0644\u0645":[12,14,20],"\u0644\u0645\u0626\u0627\u062a":14,"\u0644\u0645\u0627":14,"\u0644\u0645\u0627\u0630\u0627":14,"\u0644\u0645\u0646\u0627\u0642\u0634\u0629":12,"\u0644\u0645\u0646\u0637\u0642":12,"\u0644\u0646":[12,17],"\u0644\u0646\u0627":[12,14,17],"\u0644\u0646\u0628\u064a":12,"\u0644\u0646\u062e\u0628\u0629":12,"\u0644\u0646\u0633\u062a\u0648\u0631\u062f":20,"\u0644\u0646\u0634\u0631\u0639":17,"\u0644\u0646\u063a\u064a":12,"\u0644\u0646\u0645\u0627\u0630\u062c":14,"\u0644\u0646\u0647\u0627":12,"\u0644\u0647":[12,14],"\u0644\u0647\u0627":[0,12,14],"\u0644\u0647\u0630\u0627":12,"\u0644\u0647\u0630\u0647":14,"\u0644\u0648":12,"\u0644\u0648\u062d\u0629":12,"\u0644\u0648\u062d\u062f\u0643":12,"\u0644\u0648\u0644\u0627":14,"\u0644\u064a":14,"\u0644\u064a\u0633":[12,14],"\u0644\u064a\u0633\u062a":12,"\u0644\u064a\u0635\u0644":12,"\u0644\u064a\u0643\u0648\u0646":20,"\u0644mxnet":20,"\u0645":[0,14,17,20,24],"\u0645\u0623\u0644\u0648\u0641":20,"\u0645\u0624\u062e\u0631":14,"\u0645\u0624\u0644\u0641":12,"\u0645\u0627":[0,12,14,17,20],"\u0645\u0627\u062a":[0,12,14],"\u0645\u0627\u062f\u064a":14,"\u0645\u0627\u0630\u062c":14,"\u0645\u0627\u0631":14,"\u0645\u0627\u0631\u064a\u0646":17,"\u0645\u0627\u0647\u064a":0,"\u0645\u0627\u0647\u064a\u0629":14,"\u0645\u0628\u0627\u062f\u0626":20,"\u0645\u0628\u0627\u0634\u0631":12,"\u0645\u0628\u062f\u0626\u064a\u0627":20,"\u0645\u0628\u0646\u064a":14,"\u0645\u0628\u0646\u064a\u0629":14,"\u0645\u0629":[14,20,24],"\u0645\u062a":12,"\u0645\u062a\u0623\u0643\u062f":12,"\u0645\u062a\u0627\u062d\u0629":14,"\u0645\u062a\u0628\u0627\u064a\u0646\u0629":12,"\u0645\u062a\u062a\u0627\u0644\u064a\u0629":14,"\u0645\u062a\u062c\u0647":20,"\u0645\u062a\u062c\u0647\u0627\u062a":12,"\u0645\u062a\u0632\u0627\u0645\u0646":14,"\u0645\u062a\u0632\u0627\u064a\u062f":14,"\u0645\u062a\u0634\u0627\u0628\u0647\u062a\u064a\u0646":12,"\u0645\u062a\u0635\u0641\u062d":12,"\u0645\u062a\u0636\u0627\u0631\u0628\u0629":14,"\u0645\u062a\u0637\u0627\u0628\u0642\u0629":12,"\u0645\u062a\u0639":14,"\u0645\u062a\u0639\u062f\u062f\u0629":[12,20],"\u0645\u062a\u0639\u0644":20,"\u0645\u062a\u063a\u064a":12,"\u0645\u062a\u0642\u0637":14,"\u0645\u062a\u0643\u0631\u0631":[14,17],"\u0645\u062a\u0643\u0648":12,"\u0645\u062a\u0645\u0631\u0633\u0627":20,"\u0645\u062a\u0646\u0627\u0648\u0644":14,"\u0645\u062a\u0646\u0648":[12,14],"\u0645\u062a\u0646\u0648\u0639\u0629":12,"\u0645\u062a\u0648\u0641\u0631\u0629":14,"\u0645\u062b":[12,14],"\u0645\u062b\u0627\u0644":[14,24],"\u0645\u062b\u0627\u0644\u064a":14,"\u0645\u062b\u0644":[12,14],"\u0645\u062b\u0644\u0627":12,"\u0645\u062c\u0627\u0631\u0627\u062a\u0647\u0627":12,"\u0645\u062c\u0627\u0644":[0,12,14],"\u0645\u062c\u0627\u0644\u0627\u062a":[12,14],"\u0645\u062c\u0627\u0646":14,"\u0645\u062c\u062a\u0645\u0639":14,"\u0645\u062c\u0631":12,"\u0645\u062c\u0631\u062f":12,"\u0645\u062c\u0645\u0648\u0639\u0627\u062a":[12,14,17],"\u0645\u062c\u0645\u0648\u0639\u0629":[12,14,17,20],"\u0645\u062d\u0627\u0648\u0644\u0627\u062a\u0646\u0627":14,"\u0645\u062d\u0627\u0648\u0644\u0629":12,"\u0645\u062d\u0627\u0648\u0644\u062a\u0646\u0627":14,"\u0645\u062d\u0631\u0643":12,"\u0645\u062d\u0644":12,"\u0645\u062d\u0648\u0631":20,"\u0645\u062d\u0648\u0631\u064a\u0646":20,"\u0645\u062e\u062a\u0635":12,"\u0645\u062e\u062a\u0644\u0641\u0627":12,"\u0645\u062e\u062a\u0644\u0641\u0629":12,"\u0645\u062e\u0631\u062c\u0627\u062a":12,"\u0645\u062e\u0635":20,"\u0645\u062e\u0641\u064a":14,"\u0645\u062f\u0628":12,"\u0645\u062f\u062e\u0644\u0627\u062a":12,"\u0645\u062f\u062e\u0644\u062a\u0647\u0627":12,"\u0645\u062f\u0631\u0633\u064a":14,"\u0645\u062f\u0649":12,"\u0645\u062f\u064a\u0646\u0648\u0646":14,"\u0645\u0631\u0627\u062c\u0639\u0627\u062a":12,"\u0645\u0631\u0627\u062f\u0641":0,"\u0645\u0631\u0627\u062f\u0641\u0627\u062a\u0647\u0627":12,"\u0645\u0631\u0627\u0642\u0628\u0629":12,"\u0645\u0631\u0629":12,"\u0645\u0631\u062a\u0628\u0629":12,"\u0645\u0631\u0646\u0629":12,"\u0645\u0631\u0648\u0631":12,"\u0645\u0631\u064a\u062d\u0629":12,"\u0645\u0631\u064a\u0636":12,"\u0645\u0633\u0627\u0631":12,"\u0645\u0633\u0627\u0631\u0627\u062a":12,"\u0645\u0633\u0627\u0647\u0645":12,"\u0645\u0633\u0628\u0642\u0627":12,"\u0645\u0633\u062a\u062e\u062f\u0645":12,"\u0645\u0633\u062d":14,"\u0645\u0634\u0627\u0631\u064a\u0639":14,"\u0645\u0634\u0627\u0631\u064a\u0639\u0643":12,"\u0645\u0634\u0627\u0643\u0644":12,"\u0645\u0634\u0631\u0648\u0639":14,"\u0645\u0634\u0643\u0644\u0627\u062a":12,"\u0645\u0634\u0643\u0644\u0629":[12,14],"\u0645\u0634\u0648\u0642\u0629":12,"\u0645\u0635\u0641\u0648\u0641\u0629":20,"\u0645\u0636\u0649":14,"\u0645\u0637\u0627\u0644\u0628\u0629":14,"\u0645\u0639":[12,14,17,20],"\u0645\u0639\u0627\u0644\u062c\u0629":[12,14,17,24],"\u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627":20,"\u0645\u0639\u0627\u0645\u0644\u0627\u062a\u0647":12,"\u0645\u0639\u0628":12,"\u0645\u0639\u062f":12,"\u0645\u0639\u062f\u0644":12,"\u0645\u0639\u0631":12,"\u0645\u0639\u0631\u0641\u0627\u062a":14,"\u0645\u0639\u0631\u0648\u0641\u0629":12,"\u0645\u0639\u0638\u0645":[12,14,17],"\u0645\u0639\u0642\u062f\u0629":12,"\u0645\u0639\u0642\u0648\u0644":14,"\u0645\u0639\u0644":12,"\u0645\u0639\u0644\u0645\u0627\u062a":12,"\u0645\u0639\u0644\u0645\u0627\u062a\u0647":12,"\u0645\u0639\u0644\u0645\u0629":17,"\u0645\u0639\u0647":12,"\u0645\u0639\u0647\u0627":[12,20],"\u0645\u0639\u064a":12,"\u0645\u0639\u064a\u0646":14,"\u0645\u0641\u0627\u0647\u064a\u0645":14,"\u0645\u0641\u062a\u0648\u062d":14,"\u0645\u0641\u0635\u0644\u0629":14,"\u0645\u0641\u0647\u0648\u0645":14,"\u0645\u0641\u0647\u0648\u0645\u0629":14,"\u0645\u0641\u064a\u062f":12,"\u0645\u0642":14,"\u0645\u0642\u0627\u0637\u0639":12,"\u0645\u0642\u0627\u0644\u0627\u062a":14,"\u0645\u0642\u062a\u0637\u0641":12,"\u0645\u0642\u062a\u0637\u0641\u0627\u062a":[12,14],"\u0645\u0642\u062f":24,"\u0645\u0642\u062f\u0627\u0631":12,"\u0645\u0642\u062f\u0645\u0629":17,"\u0645\u0642\u0647\u0649":12,"\u0645\u0643":[12,14],"\u0645\u0643\u0627\u0646":[12,14],"\u0645\u0643\u0627\u0646\u064a":12,"\u0645\u0643\u062a\u0628\u0629":[14,20],"\u0645\u0643\u062a\u0648\u0628":12,"\u0645\u0643\u0646":[12,14],"\u0645\u0643\u0646\u0629":12,"\u0645\u0643\u0646\u0643":12,"\u0645\u0643\u0646\u0646\u0627":[12,14,20],"\u0645\u0643\u0646\u0647\u0627":12,"\u0645\u0643\u0648":14,"\u0645\u0643\u0648\u0646\u0627\u062a":20,"\u0645\u0644":14,"\u0645\u0644\u0627\u062d\u0638\u0627\u062a":14,"\u0645\u0644\u0627\u064a\u064a\u0646":12,"\u0645\u0644\u062d\u0642":24,"\u0645\u0644\u062d\u0648\u0638":12,"\u0645\u0644\u0641":14,"\u0645\u0644\u064a\u0626\u0629":12,"\u0645\u0645":[12,14],"\u0645\u0645\u0643\u0646":12,"\u0645\u0645\u0643\u0646\u0629":12,"\u0645\u0646":[0,12,14,17,20],"\u0645\u0646\u0627":12,"\u0645\u0646\u0627\u0633\u0628":12,"\u0645\u0646\u0627\u0633\u0628\u0629":[12,20],"\u0645\u0646\u0627\u0642\u0634\u0627\u062a":24,"\u0645\u0646\u0627\u0642\u0634\u0629":14,"\u0645\u0646\u062a\u062c":12,"\u0645\u0646\u062a\u062c\u0627\u062a":[12,14],"\u0645\u0646\u062a\u062f\u0627\u0646\u0627":14,"\u0645\u0646\u062a\u062f\u0649":14,"\u0645\u0646\u062e\u0641\u0636\u0629":12,"\u0645\u0646\u0635":12,"\u0645\u0646\u0637\u0642\u064a":14,"\u0645\u0646\u0641\u0635\u0644\u0629":14,"\u0645\u0646\u0643":14,"\u0645\u0646\u0647":12,"\u0645\u0646\u0647\u0627":[12,14],"\u0645\u0646\u0647\u062c\u064a":12,"\u0645\u0646\u0647\u0645":12,"\u0645\u0647\u0627\u0631\u0627\u062a":14,"\u0645\u0647\u0627\u0645":14,"\u0645\u0647\u062a\u0645\u0648\u0646":12,"\u0645\u0647\u0645":12,"\u0645\u0647\u0645\u0627\u0646":20,"\u0645\u0647\u0645\u0629":12,"\u0645\u0647\u0646\u0629":14,"\u0645\u0648":12,"\u0645\u0648\u0627\u062c\u0647\u0629":14,"\u0645\u0648\u0627\u062c\u0647\u062a\u0647\u0627":12,"\u0645\u0648\u0627\u062f":[14,20],"\u0645\u0648\u0627\u0631\u062f":14,"\u0645\u0648\u0627\u0635\u0641\u0627\u062a":12,"\u0645\u0648\u0627\u0636\u064a\u0639":14,"\u0645\u0648\u0627\u0642\u0639":12,"\u0645\u0648\u0627\u0642\u0641":12,"\u0645\u0648\u062b\u0648\u0642":12,"\u0645\u0648\u062c\u0632":14,"\u0645\u0648\u062c\u0632\u0629":14,"\u0645\u0648\u062d\u062f\u0629":12,"\u0645\u0648\u0630\u062c":12,"\u0645\u0648\u0631\u062f":14,"\u0645\u0648\u0631\u062f\u0627":14,"\u0645\u0648\u0632":13,"\u0645\u0648\u0636\u062d":12,"\u0645\u0648\u0636\u0648\u0639":14,"\u0645\u0648\u0642":14,"\u0645\u0648\u0642\u0639":12,"\u0645\u0648\u0644\u064a":14,"\u0645\u064a\u0632\u0627\u062a":12,"\u0645\u064a\u0632\u0629":[12,14],"\u0646":[12,14,20],"\u0646\u0623\u062e\u0630":[12,14],"\u0646\u0623\u0645\u0644":14,"\u0646\u0627":[12,14,20],"\u0646\u0627\u062a":[14,24],"\u0646\u0627\u062c\u062d\u0629":14,"\u0646\u0627\u062d\u064a\u0629":[14,20],"\u0646\u0627\u0633":14,"\u0646\u0627\u0633\u0628\u0629":14,"\u0646\u0627\u0636\u062c\u0629":14,"\u0646\u0627\u0639\u0629":14,"\u0646\u0627\u0642\u0634\u0629":14,"\u0646\u0627\u0642\u0634\u0646\u0627\u0647\u0627":12,"\u0646\u0627\u0643":14,"\u0646\u0627\u0647\u064a\u0643":14,"\u0646\u0628\u062d\u062b":12,"\u0646\u0628\u062f\u0623":17,"\u0646\u0628\u064a\u0647":12,"\u0646\u0629":[12,14],"\u0646\u062a\u062f\u0631":20,"\u0646\u062a\u062f\u0649":14,"\u0646\u062a\u0639\u0645":12,"\u0646\u062a\u0641\u0627\u0639\u0644":12,"\u0646\u062a\u0645":12,"\u0646\u062a\u0645\u0643\u0646":12,"\u0646\u062a\u0648\u0642":12,"\u0646\u062a\u0648\u0642\u0639":12,"\u0646\u062a\u0648\u0642\u0641":12,"\u0646\u062c\u0627\u062d":12,"\u0646\u062c\u0627\u062d\u0647":14,"\u0646\u062c\u062f":[12,17],"\u0646\u062d\u0627\u0648\u0644":12,"\u0646\u062d\u062a\u0627\u062c":[12,14,20],"\u0646\u062d\u062f":12,"\u0646\u062d\u0646":[12,14,20],"\u0646\u062d\u0648":12,"\u0646\u062d\u064a\u062f":12,"\u0646\u062e\u0627\u0637\u0631":12,"\u0646\u062e\u062a\u0644\u0641":12,"\u0646\u062e\u0637\u0626":14,"\u0646\u062e\u0637\u0637":14,"\u0646\u062f\u064a\u0631\u0647\u0627":12,"\u0646\u0630\u0647\u0628":17,"\u0646\u0631\u062c\u0648\u0627":12,"\u0646\u0631\u063a\u0628":12,"\u0646\u0631\u0643":[12,14],"\u0646\u0631\u0643\u0632":17,"\u0646\u0631\u064a\u062f":[12,14],"\u0646\u0632\u064a\u0644":14,"\u0646\u0633\u0628\u064a":12,"\u0646\u0633\u062a\u062e\u062f\u0645":[12,14],"\u0646\u0633\u062a\u062f\u0639\u064a":20,"\u0646\u0633\u0639\u0649":14,"\u0646\u0633\u0645\u0649":20,"\u0646\u0633\u0645\u064a":12,"\u0646\u0633\u0645\u064a\u0647\u0627":20,"\u0646\u0634\u0631\u062d":14,"\u0646\u0634\u0631\u0647":14,"\u0646\u0634\u0643\u0631":14,"\u0646\u0634\u064a\u0631":12,"\u0646\u0635":[12,14],"\u0646\u0635\u0641":12,"\u0646\u0636\u064a\u0641":12,"\u0646\u0637\u0627\u0642":12,"\u0646\u0637\u0644\u0628":12,"\u0646\u0637\u0644\u0639\u0643":14,"\u0646\u0638\u0627\u0645":12,"\u0646\u0638\u0627\u0645\u0646\u0627":14,"\u0646\u0638\u0631":[12,14],"\u0646\u0638\u0631\u0627":0,"\u0646\u0638\u0631\u0629":[12,14],"\u0646\u0638\u0631\u064a":[0,14],"\u0646\u0638\u0631\u064a\u0629":[12,14],"\u0646\u0638\u0645\u0646":20,"\u0646\u0639\u062a\u0628\u0631":12,"\u0646\u0639\u062a\u0642":14,"\u0646\u0639\u062a\u0642\u062f":14,"\u0646\u0639\u0631\u0636":14,"\u0646\u0639\u0631\u0641":12,"\u0646\u0639\u0645":12,"\u0646\u0639\u0646\u064a":12,"\u0646\u063a\u0648\u0635":12,"\u0646\u0641\u0633":[12,14],"\u0646\u0641\u0633\u0643":12,"\u0646\u0641\u0633\u0647":12,"\u0646\u0641\u0633\u0647\u0627":14,"\u0646\u0641\u0643":12,"\u0646\u0642\u0627\u0637":12,"\u0646\u0642\u062f":14,"\u0646\u0642\u062f\u0645":14,"\u0646\u0642\u0635":12,"\u0646\u0642\u0644":17,"\u0646\u0642\u0648\u0644":[12,20],"\u0646\u0642\u0648\u0645":[12,14,17,20],"\u0646\u0643\u062a":14,"\u0646\u0643\u062a\u0634\u0641":12,"\u0646\u0644\u0627\u062d\u0638\u0647\u0627":17,"\u0646\u0644\u062e\u0635":13,"\u0646\u0644\u0642\u064a":12,"\u0646\u0645\u0627\u0630":14,"\u0646\u0645\u0627\u0630\u062c":[0,12,14],"\u0646\u0645\u0630\u062c\u0629":14,"\u0646\u0645\u0637":12,"\u0646\u0645\u0644\u0626":12,"\u0646\u0645\u0648\u0630":14,"\u0646\u0645\u0648\u0630\u062c":[12,17],"\u0646\u0645\u0648\u0630\u062c\u0646\u0627":12,"\u0646\u0645\u0648\u0630\u062c\u064a\u0629":12,"\u0646\u0646\u0627":12,"\u0646\u0646\u0627\u0642\u0634":14,"\u0646\u0646\u062a\u0628\u0647":12,"\u0646\u0646\u0641\u0630":14,"\u0646\u0647\u0627":0,"\u0646\u0647\u0627\u064a\u0629":[12,14],"\u0646\u0647\u062c":14,"\u0646\u0648\u0636":14,"\u0646\u0648\u0639":12,"\u0646\u0648\u0639\u064a":12,"\u0646\u0648\u0641\u0631":20,"\u0647":[12,14],"\u0647\u0627":[12,14,20],"\u0647\u0627\u0626\u0644\u0627":14,"\u0647\u0627\u062a\u0641\u0647":12,"\u0647\u0627\u062a\u064a\u0646":12,"\u0647\u062f\u0641":[12,20],"\u0647\u062f\u0641\u0646\u0627":14,"\u0647\u0630\u0627":[0,12,13,17,20],"\u0647\u0630\u0647":[0,12,14,20],"\u0647\u0645":12,"\u0647\u0646\u0627":[12,20],"\u0647\u0646\u0627\u0643":[12,14,20],"\u0647\u0646\u062f\u0633\u0629":12,"\u0647\u0646\u062f\u0633\u064a\u0629":12,"\u0647\u0648":[0,12,14,17,20],"\u0647\u064a":[12,14,17,20],"\u0648":[12,17,20,24],"\u0648\u0623\u0628\u0631\u0632\u0647\u0627":14,"\u0648\u0623\u0637\u0644\u0642":12,"\u0648\u0623\u0641\u0636\u0644":14,"\u0648\u0623\u064a\u0636":14,"\u0648\u0625\u062b\u0631\u0627\u0626\u0647\u0627":14,"\u0648\u0625\u0630\u0627":14,"\u0648\u0625\u0634\u0631\u0627\u0643":12,"\u0648\u0625\u0637\u0644\u0627\u0642":12,"\u0648\u0625\u0637\u0644\u0627\u0642\u0647":12,"\u0648\u0627\u0628\u062f\u0623":14,"\u0648\u0627\u062c\u0647\u0629":[12,14],"\u0648\u0627\u062c\u0647\u062a":20,"\u0648\u0627\u062d\u062f":[12,14,20],"\u0648\u0627\u062e\u062a\u064a\u0627\u0631":12,"\u0648\u0627\u0633\u062a\u0642\u0644\u0627\u0644\u064a\u0629":14,"\u0648\u0627\u0633\u0639":12,"\u0648\u0627\u0633\u0639\u0629":14,"\u0648\u0627\u0636\u062d\u0629":12,"\u0648\u0627\u0644":[12,14],"\u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a":14,"\u0648\u0627\u0644\u0623\u0639\u0645\u062f\u0629":17,"\u0648\u0627\u0644\u0623\u0641\u0636\u0644":12,"\u0648\u0627\u0644\u0623\u0641\u0643\u0627\u0631":14,"\u0648\u0627\u0644\u0623\u0643\u0648\u0627\u062f":14,"\u0648\u0627\u0644\u0623\u0645\u062b\u0644\u0629":17,"\u0648\u0627\u0644\u0623\u0646\u0638\u0645\u0629":12,"\u0648\u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644":14,"\u0648\u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a":14,"\u0648\u0627\u0644\u0627\u0633\u062a\u0634\u0647\u0627\u062f\u0627\u062a":14,"\u0648\u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f":12,"\u0648\u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646":14,"\u0648\u0627\u0644\u0628\u0631\u0645":14,"\u0648\u0627\u0644\u0628\u0631\u0645\u062c\u0629":14,"\u0648\u0627\u0644\u0628\u0646\u064a\u0629":20,"\u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644":14,"\u0648\u0627\u0644\u062a\u0634\u062c\u064a\u0639":14,"\u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a":14,"\u0648\u0627\u0644\u062a\u0639\u0631":14,"\u0648\u0627\u0644\u062a\u0639\u0631\u0641":14,"\u0648\u0627\u0644\u062a\u0639\u0644":14,"\u0648\u0627\u0644\u062a\u0641\u0627\u0636\u0644":14,"\u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a":14,"\u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644":[14,17],"\u0648\u0627\u0644\u062a\u064a":[12,14,17],"\u0648\u0627\u0644\u062d\u0633\u0627\u0628":20,"\u0648\u0627\u0644\u062d\u0641\u0627\u0638":12,"\u0648\u0627\u0644\u062e\u0637\u0623":14,"\u0648\u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a":[14,24],"\u0648\u0627\u0644\u062e\u064a\u0627\u0631":14,"\u0648\u0627\u0644\u062f\u064a\u0646\u0627":14,"\u0648\u0627\u0644\u0630\u064a":[12,17],"\u0648\u0627\u0644\u0631\u0639\u0627\u064a\u0629":12,"\u0648\u0627\u0644\u0633\u0645\u0627\u062d":14,"\u0648\u0627\u0644\u0634\u0631\u0643\u0627\u062a":14,"\u0648\u0627\u0644\u0635\u0646\u0627\u0639\u0629":14,"\u0648\u0627\u0644\u0635\u064a\u0646\u064a\u0629":14,"\u0648\u0627\u0644\u0636":14,"\u0648\u0627\u0644\u0639\u062b\u0648\u0631":14,"\u0648\u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a":12,"\u0648\u0627\u0644\u0641\u0626\u0627\u062a":[12,14],"\u0648\u0627\u0644\u0641\u062d\u0635":12,"\u0648\u0627\u0644\u0643\u0641\u0627\u0621\u0629":14,"\u0648\u0627\u0644\u0645":14,"\u0648\u0627\u0644\u0645\u062c\u062a\u0645\u0639":14,"\u0648\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a":12,"\u0648\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629":17,"\u0648\u0627\u0644\u0645\u0646\u0627\u0642\u0634\u0627\u062a":14,"\u0648\u0627\u0644\u0645\u0647\u0646\u062f\u0633\u064a\u0646":14,"\u0648\u0627\u0644\u0645\u0648\u0627\u0631\u062f":14,"\u0648\u0627\u0644\u0646":14,"\u0648\u0627\u0644\u0646\u0638\u0631\u064a\u0627\u062a":14,"\u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c":24,"\u0648\u0627\u0644\u0646\u0645\u0630\u062c\u0629":14,"\u0648\u0627\u0644\u0648\u062d\u062f\u0627\u062a":14,"\u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a":17,"\u0648\u0628\u0639\u0636\u0647\u0627":12,"\u0648\u0628\u0647\u0630\u0647":12,"\u0648\u0628\u064a\u0626":14,"\u0648\u0628\u064a\u0626\u0629":14,"\u0648\u062a":14,"\u0648\u062a\u062a\u0637\u0644\u0628":14,"\u0648\u062a\u062c\u0646":14,"\u0648\u062a\u062d\u062f\u064a\u062f":12,"\u0648\u062a\u062d\u0642\u064a\u0642":14,"\u0648\u062a\u062d\u0648":12,"\u0648\u062a\u062d\u0648\u064a\u0644\u0647\u0627":20,"\u0648\u062a\u062e\u0635\u064a\u0635\u0647":20,"\u0648\u062a\u0631\u063a\u0628":20,"\u0648\u062a\u0634\u062e\u064a\u0635":14,"\u0648\u062a\u0634\u062e\u064a\u0635\u0627\u062a":12,"\u0648\u062a\u0637\u0628\u064a\u0642\u0647\u0627":14,"\u0648\u062a\u0639\u062f\u064a\u0644":14,"\u0648\u062a\u0642\u0646\u064a\u0627\u062a":14,"\u0648\u062a\u0644\u0639\u0628":14,"\u0648\u062a\u0644\u0643":14,"\u0648\u062a\u0646\u0628":14,"\u0648\u062a\u0646\u0641\u064a\u0630\u0647\u0627":17,"\u0648\u062b":14,"\u0648\u062c\u0628":17,"\u0648\u062c\u062f\u0646\u0627":14,"\u0648\u062c\u0647":[12,14],"\u0648\u062c\u0648\u062f":[12,14],"\u0648\u062c\u064a\u062f\u0629":14,"\u0648\u062c\u064a\u0632\u0629":17,"\u0648\u062d\u062f\u0627\u062a":20,"\u0648\u062d\u062f\u0629":20,"\u0648\u062d\u0633\u0627\u0628":14,"\u0648\u062e\u062f\u0645\u0627\u062a":14,"\u0648\u062f\u0641\u0627\u062a":14,"\u0648\u0630\u0644\u0643":14,"\u0648\u0631":[12,14],"\u0648\u0631\u0624\u064a\u0629":14,"\u0648\u0631\u0627\u0621":14,"\u0648\u0631\u0633\u0645":12,"\u0648\u0631\u064a\u0627\u0636\u064a\u0627\u062a":14,"\u0648\u0633\u0637":14,"\u0648\u0633\u0646\u062a\u0627\u0628\u0639":14,"\u0648\u0633\u0648\u0641":[17,20],"\u0648\u0633\u064a\u0644\u0629":20,"\u0648\u0635\u0641":14,"\u0648\u0635\u0641\u0646\u0627":12,"\u0648\u0635\u0648\u0631":12,"\u0648\u0636":14,"\u0648\u0636\u0628\u0637":12,"\u0648\u0636\u0639\u0646\u0627":12,"\u0648\u0636\u0639\u064a":12,"\u0648\u0638\u0627\u0626\u0641":20,"\u0648\u0638\u064a\u0641\u0629":20,"\u0648\u0639":[12,14],"\u0648\u0639\u062f\u062f":12,"\u0648\u0639\u0644\u0645":12,"\u0648\u063a\u0627\u0644\u0628":14,"\u0648\u063a\u064a\u0631\u0647\u0627":12,"\u0648\u0641":[12,14],"\u0648\u0641\u0642":[12,14],"\u0648\u0641\u0647\u064a":14,"\u0648\u0641\u064a\u0642":0,"\u0648\u0642\u062a":[12,14],"\u0648\u0642\u062f":14,"\u0648\u0642\u062f\u0645\u0648\u0627":14,"\u0648\u0643\u064a\u0641\u064a\u0629":14,"\u0648\u0644":12,"\u0648\u0644\u0627":14,"\u0648\u0644\u0643\u0646":12,"\u0648\u0644\u0643\u0646\u0647":12,"\u0648\u0644\u0644\u0625\u062c\u0627\u0628\u0629":14,"\u0648\u0644\u0645":12,"\u0648\u0644\u064a":0,"\u0648\u0645":14,"\u0648\u0645\u0627":[12,14],"\u0648\u0645\u062b\u0627\u0644":14,"\u0648\u0645\u062d\u0631":12,"\u0648\u0645\u062f\u0639\u0648\u0645\u0629":14,"\u0648\u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a":14,"\u0648\u0645\u0639":[12,14,17],"\u0648\u0645\u0639\u0627\u0644\u062c\u0629":[12,14,17],"\u0648\u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627":[12,14,20],"\u0648\u0645\u0646\u0627\u0642\u0634\u0629":14,"\u0648\u0646\u0631\u0628\u0637":12,"\u0648\u0646\u0631\u0643":12,"\u0648\u0646\u0631\u064a\u062f":17,"\u0648\u0646\u0638\u064a\u0631\u0627\u062a\u0647\u0627":12,"\u0648\u0646\u0639\u062a\u0645\u062f":14,"\u0648\u0646\u0645\u0627\u0630\u062c":12,"\u0648\u0647\u0627":12,"\u0648\u0647\u0630\u0627":12,"\u0648\u0647\u0630\u0647":12,"\u0648\u0647\u0648":14,"\u0648\u0647\u064a":[12,14],"\u0648\u0648\u0636\u0639":12,"\u0648\u064a":14,"\u0648\u064a\u0628":14,"\u0648\u064a\u062a\u0648\u0642\u0639":12,"\u0648\u064a\u062c\u0628":14,"\u0648\u064a\u0631\u062c":14,"\u0648\u064a\u0636\u0639":14,"\u0648\u064a\u0637\u0644\u0642":12,"\u0648\u064a\u0642\u0631\u0631\u0648\u0627":12,"\u0648\u064a\u0642\u0648\u0645":12,"\u0649":[12,14],"\u064a":[12,14,20],"\u064a\u0623\u062e\u0630":12,"\u064a\u0624\u062f":12,"\u064a\u0624\u062f\u064a":12,"\u064a\u0627\u0636":14,"\u064a\u0627\u063a":14,"\u064a\u0627\u0642":14,"\u064a\u0629":14,"\u064a\u062a":12,"\u064a\u062a\u0628\u0639":12,"\u064a\u062a\u062c\u0627\u0648\u0632":12,"\u064a\u062a\u062d\u0633":12,"\u064a\u062a\u0631":14,"\u064a\u062a\u0635\u062f\u0631":14,"\u064a\u062a\u0636\u0645\u0646":12,"\u064a\u062a\u0637\u0627\u0628\u0642":20,"\u064a\u062a\u0637\u0644":[12,14],"\u064a\u062a\u0637\u0644\u0628":[14,17],"\u064a\u062a\u0639\u0631":12,"\u064a\u062a\u0639\u0644":12,"\u064a\u062a\u0639\u064a\u0646":12,"\u064a\u062a\u063a\u064a\u0631":12,"\u064a\u062a\u0641\u0627\u0639\u0644":12,"\u064a\u062a\u0641\u0648":12,"\u064a\u062a\u0643\u0645\u0646":12,"\u064a\u062a\u0643\u0648":12,"\u064a\u062a\u0644\u0642\u0649":12,"\u064a\u062a\u0645":[12,14],"\u064a\u062a\u0645\u0643\u0646":12,"\u064a\u062a\u0646\u0628\u0623":12,"\u064a\u062a\u0648\u0642":14,"\u064a\u062a\u0648\u0642\u0639\u0647\u0627":14,"\u064a\u062c\u0628":[12,14],"\u064a\u062c\u062f\u0647\u0627":14,"\u064a\u062c\u0639\u0644":14,"\u064a\u062d\u062a\u0648\u064a":[12,20],"\u064a\u062d\u062f\u062b":14,"\u064a\u062d\u0638\u0649":14,"\u064a\u062d\u0644":12,"\u064a\u062e\u062a\u0644\u0641":12,"\u064a\u062e\u062f\u0634":12,"\u064a\u062f\u0631":12,"\u064a\u062f\u0639\u0645":20,"\u064a\u062f\u0639\u0645\u0647\u0627":20,"\u064a\u062f\u0648\u064a":12,"\u064a\u062f\u0648\u064a\u0627":12,"\u064a\u0631":12,"\u064a\u0631\u062c\u0649":14,"\u064a\u0631\u0643":12,"\u064a\u0633\u0627\u0639\u062f":14,"\u064a\u0633\u0628\u0642":12,"\u064a\u0633\u062a\u062e\u062f\u0645":12,"\u064a\u0633\u062a\u0639\u0645\u0644\u0647\u0627":12,"\u064a\u0633\u062a\u063a\u0631\u0642":12,"\u064a\u0633\u062a\u0645\u062a\u0639\u0648\u0627":12,"\u064a\u0633\u062a\u0648\u0639\u0628":12,"\u064a\u0633\u0639\u0648\u0646":14,"\u064a\u0633\u0645":12,"\u064a\u0633\u0645\u0639":12,"\u064a\u0634\u0643":12,"\u064a\u0634\u0643\u0644":12,"\u064a\u0634\u064a\u0631":12,"\u064a\u0635\u0628\u062d":12,"\u064a\u0635\u0639\u0628":12,"\u064a\u0635\u0641":14,"\u064a\u0637\u0644\u0642":12,"\u064a\u0637\u0648\u0631\u0648\u0646":14,"\u064a\u0638\u0647\u0631":14,"\u064a\u0639\u062f":12,"\u064a\u0639\u0631":14,"\u064a\u0639\u0637\u064a":12,"\u064a\u0639\u0637\u064a\u0646\u0627":17,"\u064a\u0639\u0645\u0644":12,"\u064a\u0639\u0646\u064a":17,"\u064a\u0639\u0648":12,"\u064a\u063a\u0637\u064a":14,"\u064a\u0641\u062d\u0635":14,"\u064a\u0641\u0647\u0645":17,"\u064a\u0642\u0627\u0628\u0644":20,"\u064a\u0642\u0627\u0628\u0644\u0647\u0627":12,"\u064a\u0642\u062a\u0635\u0631":12,"\u064a\u0642\u062f\u0645":[12,14,17],"\u064a\u0643\u0641\u064a":12,"\u064a\u0643\u0646":[12,14],"\u064a\u0643\u0648\u0646":[12,14],"\u064a\u0644\u062e":12,"\u064a\u0644\u0632\u0645":14,"\u064a\u0644\u064a":12,"\u064a\u0645\u062a\u062f":12,"\u064a\u0645\u062b\u0644":[14,20],"\u064a\u0645\u0643\u0646":[0,12,14],"\u064a\u0645\u0643\u0646\u0643":[12,14],"\u064a\u0645\u0643\u0646\u0646\u0627":[12,14,17],"\u064a\u0645\u0643\u0646\u0647":12,"\u064a\u0645\u0643\u0646\u0647\u0627":12,"\u064a\u0645\u0643\u0646\u0647\u0645":12,"\u064a\u0646":12,"\u064a\u0646\u0627\u0642\u0634":14,"\u064a\u0646\u0642\u0631":12,"\u064a\u0647\u062a\u0645":17,"\u064a\u0648\u062c\u062f":0,"\u064a\u0648\u0641\u0631":12,"\u064a\u0648\u0645\u064a":12,"abstract":[2,4,5,9],"b\u00f6ther":14,"boolean":19,"break":7,"case":[1,2,4,5,6,7,9,10,11,12,15,16,18,20,22],"catch":11,"class":[2,8,12,16,17],"default":[2,11,15,18],"final":[1,2,4,5,6,7,8,9,10,12,15,18],"float":[2,6,8,11,12,19,20,22],"function":[3,5,6,7,8,10,11,12,14,15,16,17,18,20,21,22],"import":[1,2,4,5,6,7,8,9,10,11,12,14,15,16,18,19,20,21,22],"int":[5,8,9,13,19,20],"k\u00f6bel":12,"l\u00fcer":14,"long":[2,4,7,8,9,11,12,23],"m\u00fcller":14,"new":[4,5,8,10,11,12,15,18,19,20,22,23],"null":11,"plankalk\u00fcl":4,"return":[2,4,5,7,8,9,10,11,12,15,16,19,22],"short":[2,3,6,11,12,15,23],"switch":[8,12,22],"throw":[9,12],"true":[2,4,5,7,8,9,10,11,12,15,16,18,20,21,22],"try":[1,4,5,7,9,10,11,12,15,18,22],"var":[9,11,13,22],"while":[2,3,4,5,6,7,8,9,10,11,12,15,18,20,21,22],AWS:[12,14],And:[2,4,5,7,11,12,15,18,22],Being:4,But:[1,3,7,8,9,12,16,18,22],For:[1,2,4,5,6,7,8,9,10,11,12,15,16,18,19,20,21,22],Its:[8,22],Not:[2,7,12],One:[1,2,3,4,5,6,7,8,12,15,18,22],Such:[2,7,9,22],TAs:12,TTS:12,That:[11,12,15,18,20,22],The:[2,3,4,9,10,12,13,15,16,18,19,20,22,23],Their:12,Then:[1,4,6,8,9,11,12,16,18],There:[1,2,4,5,7,9,11,12,15,18,22],These:[1,2,3,4,7,9,10,11,12,18,20,22],Use:[5,7,10,16],Useful:3,Using:[4,7,8,9,10,22],With:[2,4,5,9,12,16],__all__:19,__builtins__:19,__cached__:19,__doc__:19,__file__:19,__len__:16,__loader__:19,__name__:[14,19],__package__:19,__spec__:19,_mx_nd_np:19,a_1:2,a_2:2,a_i:2,a_k:2,a_sum_axis0:18,a_sum_axis1:18,a_t:12,aarush:14,abadi:23,abbrevi:[7,9],abhinav:14,abhinavsp0730:14,abhishek:14,abil:[2,5,9,11,12,22],abl:[1,2,4,8,9,11,12,15,22],about:[1,2,3,4,5,6,7,8,9,10,11,12,15,16,18,20,22],abov:[1,2,4,5,6,7,9,10,11,12,15,16,20,22],abs:[4,18],absolut:[1,9,18],absolute_import:19,abstractli:2,abund:12,abus:12,academ:12,academia:11,accept:11,access:[2,8,15,18,20],accident:15,accomplish:12,accord:[18,20],account:[12,15,22],accur:[1,9,11,12,22],accuraci:[2,8,9,12],achiev:[7,8,12,18],acoust:23,acquir:12,across:[4,8,12],act:[2,22],action:[2,12,22],activ:[12,23],actual:[11,12,15,16,20,22],actuat:12,adam:14,adapt:7,add:[4,5,7,8,9,12,20],add_subplot:[5,7],added:[5,7,18],adding:[5,9,11,12,15,18,20],addit:[1,2,4,6,8,9,11,12,13,18,19,20],addition:[1,4,15],address:[12,16,20],adilov:14,adjust:[9,12],administ:22,admit:2,adopt:[2,12,18],adult:12,adursun:14,advanc:[1,12,15,23],advantag:20,advent:12,adversari:[12,23],advertis:[12,15,23],ae_1:2,ae_2:2,affect:[12,22],aforement:16,after:[1,2,6,9,10,11,12,15,18,19,20,22],again:[1,2,4,5,7,9,10,12,15],against:[1,11,12],agarw:14,age:12,agent:[12,22],ages:12,aggreg:[12,22],agnost:6,ago:[11,16],agre:[5,11],ahead:18,ahmaurya:14,ahuja:14,aid:22,aila:23,aim:[3,4],airplan:22,alan:12,alarm:22,albeit:[4,9,12],alert:12,alexa:12,alexand:12,alexnet:14,algebr:[5,7,18],algebra:[1,3,4,7,9,10,17,20,23,24],algorithm:[1,2,3,4,8,10,12,15,16,18,23],ali:14,align:[1,2,4,5,6,7,9,10,11,12,22,23],alipai:12,all:[1,2,3,4,5,6,7,8,9,10,11,12,14,15,16,17,18,20,21,22,23],allei:21,alleva:23,alley_nan:21,alley_pav:21,alloc:[15,18,19,20],allow:[1,2,4,5,7,8,9,11,12,15,18,22],allud:4,almost:[2,11,19],alon:[2,6,7,12],along:[2,4,6,7,9,11,12,18,20],alpha:[6,9,11,18],alphabet:12,alphago:12,alreadi:[2,4,5,7,8,9,10,12,18,21,22],also:[1,2,4,5,7,8,9,10,11,12,15,16,18,19,20,22],alter:[15,20],altern:[2,4,9,11,12],although:[2,12,18,20],alto:18,alwai:[1,2,4,5,7,8,9,10,11,12,18,22],alxnorden:14,amazon:[3,4,12,14],ambigu:[4,16],ambiti:12,american:23,among:[4,12,16,21,22],amongst:2,amount:[1,4,7,8,10,12,15,16,22],amplifi:1,anal:12,analog:[2,4,9,11,18],analogu:9,analysi:[1,11,12,23],analyt:[5,10,21],analyz:[12,15,18,22],ancient:16,andrei:14,andrew:14,angeschaut:12,angl:[1,3,7,9,18],ani:[1,2,4,5,6,7,8,9,10,12,15,16,18,20,22],anim:12,anirudh:14,annot:12,anomali:22,anoth:[1,2,4,5,7,9,12,15,19,20,22],answer:[2,4,5,6,7,9,10,12,16,22],anticip:7,antiqu:4,anyth:[4,5,7,9,18],apach:[12,14,19],apart:22,apertur:22,api:[12,17],apocalyps:12,app:12,appear:[7,8,16],append:[1,10],appendix:[2,10,11],appetit:12,appl:[8,12],appli:[1,2,4,5,6,7,8,9,10,12,16,20,21,22,23],applic:[2,3,5,6,7,10,11,12,16,18],appoint:12,appreci:5,approach:[4,5,12,16,22],appropri:[7,12,19,20],approx:[1,5,6,7,9,10],approxim:[1,5,7,9,11,12,16],apricot:12,aptli:22,arab:11,arang:[1,5,6,7,9,10,11,15,16,18,19,20],arbitrari:[1,2,5,7,12,15,16,18,20],arbitrarili:[2,10,12],arbuthnot:11,arcco:2,architectur:[3,7,10,12],archiv:12,area:[2,5,7,9,12,16],argmax:[6,8],arguabl:[5,12],aris:[2,12],arithmet:[17,20],arm:12,arno:14,aros:11,around:[4,9,10,12,20],arrai:[1,2,4,6,7,8,9,11,15,18,19,20,21,22],arriv:[7,8,9,18],arrow:2,art:[4,11,12],articl:[4,12,18],articul:22,artifici:[0,12,21,23],arun:14,arxiv:[4,23],as_nd_ndarrai:4,asid:11,asimov:12,ask:[2,4,7,9,11,12,22],asnumpi:[4,5,8,9,20,22],aspect:12,asscalar:4,assembl:[7,12],assess:[4,12,22],assign:[6,9,12,15,18,20,22],assist:12,associ:[1,5,7,12,18],assum:[1,4,5,6,7,8,9,10,11,12,15,20,22],assumpt:[3,6,8,9,11,12,22],astonish:7,astrai:9,astronomi:12,astyp:[2,8,22],asymptot:11,atari:12,aterzi:14,ati:14,attach:[7,15],attach_grad:[6,7,15],attack:[12,18,22],attent:[1,2,12,16],attribut:[0,2,12,15,18,19],atwood:14,auction:[15,23],audio:12,austinmw:14,author:[3,10,12],auto:12,autograd:[6,7,14,15,17,19],autom:[12,15],automat:[7,8,12,17,20,21,24],autonomi:12,autopilot:12,avail:[11,12,22,23],ave_0:2,ave_1:2,avenu:[12,18],averag:[1,2,4,6,9,11,12,18,22],avinashingit:14,avoid:[2,22],awai:[8,9,12],awar:[3,11,15],axes:[16,18],axhlin:22,axi:[2,4,5,8,9,16,18,20,22],axiom:4,axiomat:23,axvlin:11,b_1:7,b_1x_1:7,b_2:7,b_2x_2:7,babi:12,back:[2,3,7,10,11,12,20,22,23],backbon:12,backgammon:12,background:[3,12],backpropag:[3,10,12,15],backward:[6,7,17],backyard:12,bad:[12,16],bahdanau:[12,23],bail:12,bain:12,balanc:18,ball:12,bank:12,bapat:14,bar:[5,9,11],baratov:14,barber:12,bare:12,barkan:14,base:[4,5,11,12,15,16,19,21,22,23],basi:[1,2,5,7],basic:[2,3,7,9,10,12,15,17,20],bastion:12,batch:[12,15,23],bathroom:12,bay:[3,6],bayes_pr:8,bayes_pred_st:8,bayesian:[6,8],bear:2,beat:12,beauti:12,becam:[2,12],becaus:[1,2,6,7,9,12,15,16,20,22],becom:[1,2,4,5,6,7,10,12,18,22],bedroom:12,been:[1,2,4,7,9,11,12,15,16,20],beethoven:4,befor:[1,2,4,6,7,8,9,10,11,12,15,16,20,22],began:7,begin:[1,2,3,4,5,6,7,8,9,10,11,12,16,18,21,22],beginn:1,behav:[7,10,15,18],behavior:[9,10,12,15,23],behind:12,being:[1,2,4,5,8,9,11,12,16,22],bela:14,belief:6,believ:[7,9,11,18,22],bell:[14,18,23],belong:[4,12,18],below:[1,2,3,4,5,6,9,10,11,12,18,20],benchmark:[11,12],bend:12,benefici:2,benefit:[2,9,12,15],bengio:23,bent:2,bernoulli:[4,11,12],besid:[4,12,18],best:[4,5,6,7,9,10,12,16],beta:[7,11],beta_1:7,beta_1x_1:7,beta_i:7,beta_ix_i:7,beta_n:7,beta_nx_n:7,better:[5,6,7,8,11,12,16,22],between:[1,2,4,5,7,8,9,11,12,15,18,22],beyond:[1,2,4,5,8,11,16,19,20],bia:[8,12],biagiom:14,bias:11,bid:15,bidder:15,biesialska:14,big:[12,13,18,20],bigcup_:22,bigg:16,bill:12,billion:[2,6,7,8,23],bin:9,binari:[4,8,12,18,20],bioasq:12,biolog:12,biologi:12,biomed:12,biophys:23,bird:12,birth:11,bishop:[12,14,23],bit:[1,3,4,5,6,7,8,9,10,12,20,22],black:[5,8,9,22],blame:12,block:[15,20],blog:12,blood:12,blue:[9,12,18,23],blume:14,blurri:2,bmatrix:[1,2,5,7,18],board:[9,12],bodi:12,bog:12,bold:18,boldsymbol:[1,4,5,6,7],bollob:23,bolloba:[14,23],book:[3,4,5,7,12,14,16,18,19,20,22],booksel:22,boon:12,born:11,boss:12,boston:12,bot:12,both:[1,4,7,8,9,11,12,15,16,18,20,22],bother:20,bottl:12,bottou:23,bound:[4,22],bowen0701:14,bowen:14,branch:16,breakthrough:12,bremen:12,brent:3,brettkoonc:14,breviti:11,brianhende:14,brief:[5,11,16],briefli:[12,18,21],bright:[2,12,22],bring:[7,10,22],broad:22,broadcast:[17,18],broadli:2,broken:22,brown:[12,23],brows:12,browser:19,bruss:14,bsharmi:14,bucket:[9,12],buddareddygari:14,budget:12,bui:22,build:[2,4,7,8,12,15,18,22],built:[1,2,4,8,12,18,20],bulb:22,bulki:2,bullet:9,bulletin:23,bunch:22,burdensom:7,burn:12,busi:23,c2050:12,c_i:20,c_n:11,caff:12,calcul:[1,4,8,10,11,12,15,16,18,22],calculu:[3,6,15,17,23,24],call:[1,2,4,5,7,8,9,10,11,12,15,16,18,19,20,22],cambrian:12,cambridg:23,came:[2,6,11,12],camera:[12,22],campbel:[12,23],can:[1,2,3,4,5,6,7,8,9,10,11,12,15,16,18,19,20,21,22],cancel:[5,9,10],cancer:12,candid:[4,9,10,12],cannot:[2,6,7,9,11,12,19,22],caojilin:14,cap:[12,13,22],capabl:[8,12,20],capac:12,capit:18,captur:[2,9,12,15,18],car:12,card:[4,12],cardin:13,care:[2,4,9,11,12,16,20,22],career:22,carefulli:[2,11],carl:12,carlo:12,carnegi:12,carri:[12,20],cast:[12,22],cat:[1,2,12,22],categor:[12,21],categori:[8,12,21],cauchi:9,caus:[11,12,20,22],causal:[11,12],caution:[2,9,12],caveat:1,cclauss:14,cdot10:9,cdot:[1,2,4,5,6,7,8,9,10,13,16,18],celebr:[12,22],celsiu:18,censor:12,cent:[9,12],center:[1,9,12],central:[1,7],centuri:[11,12],ceo:12,certain:[3,4,8,9,11,12,18,20],certainti:[11,22],chain:[3,5,8,10,12,17,22],chainer:12,chaitanya:14,challeng:[1,2,9,12,22,23],champion:12,chanc:[4,22],chang:[1,2,3,6,7,9,10,12,15,16,18,20],channel:[8,18],chap_appendix_math:17,chap_attent:14,chap_cnn:14,chap_comput:14,chap_cv:14,chap_instal:14,chap_linear:14,chap_modern_cnn:14,chap_modern_rnn:14,chap_nlp_app:14,chap_nlp_pretrain:14,chap_optim:14,chap_perceptron:14,chap_perform:14,chap_rnn:14,chapter:[2,4,12,15,16,18,21],charact:[3,4,12],character:23,characterist:[11,12,22],charg:12,charleybel:14,charli:14,charm:12,cheap:12,chebychev:9,check:[1,2,6,7,8,12,15,19,22],checkbook:18,chemist:11,chen:14,chess:12,chi:11,cho:23,choic:[1,2,3,4,5,6,7,9,11,12,19,22],cholesterol:18,choos:[12,16],chop:5,chose:[5,7],chosen:[2,5,7,9,12],christabella:14,chunk:[18,20],church:12,circ:2,circl:[3,16],circuit:12,circular:1,circumst:9,cla:16,claim:[4,5,9,11],clarifi:18,clariti:22,classic:[2,11,12,23],classif:[2,3,12,23],classifi:[2,3,4,6,12],claud:[4,12],clean:[2,5,10,12],cleaner:7,cleanli:[1,2,4],clear:[1,2,4,5,7,8,9,10,11,12],clearer:11,clearli:[1,6,8,9,12],clever:6,clhm:14,clinic:[11,22],close:[1,2,3,4,5,6,10,11,12,22],closer:[1,9,10,11,22],closet:12,cloth:12,cloud:12,cluster:[2,12],cmap:2,cmu:23,cnn:14,cntk:12,coal:12,code:[1,4,5,6,7,8,9,10,12,15,18,19,20,23],codifi:10,codypenta:14,coeffici:[2,4,9,16],coffe:12,cognit:23,coher:4,coin:[4,6,9,12],coincid:1,collaps:2,collect:[1,2,4,6,9,11,12,14],color:[5,7,9,11,18,22],column:[1,2,5,7,9,12,13,15,18,19,20,21,22],combin:[2,4,5,7,8,10,12,15],come:[2,4,6,10,12,18,22],comedi:12,comfort:[1,9,11,12],comma:[18,20,21],command:15,commenc:12,comment:[2,3,16],commerc:[4,12],common:[3,4,6,7,9,11,12,15,16,18,20,22],commonli:[1,3,6,9,11,16,18,21],commun:[2,4,12,23],compact:[2,22],compactli:12,compani:[4,12],compar:[1,2,3,4,5,7,8,9,10,12,18],comparison:[8,12],compel:6,competit:12,compil:15,complement:12,complet:[5,11,12,22],complex:[1,4,5,6,7,8,9,10,11,12,15,23],complic:[4,12,15,22],compon:[2,4,7,11,12,15,16,18],compos:[5,7,12,18],composit:[10,16],compress:[1,2],compris:12,comput:[1,2,3,4,5,6,7,8,9,10,11,17,18,20,22,23],computation:[2,10,12],concaten:[10,16,20],conceiv:9,concept:[2,3,4,5,6,7,11,12,18,20],conceptu:12,concern:[2,5,7,11,12,16,18],concis:[2,7,9,23],conclud:[1,5,7,9,10,11],conclus:3,concret:[1,7,9,10,12,22],cond_ent:4,condens:5,condit:[2,7,8,12,13,15,20],condition:[8,13,22],conditional_entropi:4,conduct:[3,22],confer:[12,23],confid:[3,22,23],configur:16,confirm:[7,19],conform:4,confus:[12,18],connect:[1,2,7,9],connoisseur:12,consecut:1,consequ:[1,12,15],consequenti:12,consid:[1,2,4,5,6,7,8,9,10,11,12,16,18,21,22],consider:[4,12,18,22],consist:[12,18,23],conspicu:12,constant:[4,5,6,7,8,9,10,15,16,18,20],constantli:12,constitu:15,constraint:19,construct:[3,4,5,7,10,12,20,22],consult:9,consum:12,contain:[1,2,4,5,7,8,9,11,12,15,20,22],content:[2,4,5,15,19],context:[1,2,4,10,12,14,18,22],contextu:12,contigu:19,continu:[1,3,4,5,7,12,18,22],contract:2,contractor:12,contradict:11,contrari:11,contrast:[4,11,22],contribut:[4,7,10,11,12],control:[7,11,12,17],convei:[1,4,12],conveni:[6,7,8,10,20],convent:[2,3,7,10,18],converg:[9,22],convers:[6,12,17,23],convert:[7,8,9,12,18,20,21],convolut:[12,23],cookbook:23,coordin:[2,5,9,11,18],copi:[8,15,18,20],cor:9,core:[3,7,10,11,12],cornel:4,corner:8,correct:[8,11,12,15],correctli:[6,10,12,15],correl:[4,12,13],correspond:[1,2,5,8,9,11,12,18,20,22],corrupt:12,corston:14,cos:[2,5,7,9,10,15],cosin:[7,9,18],cost:12,cough:22,could:[1,2,4,5,6,7,8,9,11,12,15,18,20,22],count:[2,8,11,22],countabl:22,counter:[7,9],counterintuit:22,countless:12,cour:23,cours:[12,22,23],courvil:23,cov:[9,13],covari:[12,13],cover:[1,12,15,18,21],coverag:11,cpu:[4,20],creat:[2,4,5,9,10,11,12,15,18,19,20,21],creation:8,creativ:12,creator:12,credit:12,creditworthi:12,crime:12,crispli:12,critic:[4,7,16],crop:8,cross:[3,6,12],cross_entropi:4,crucial:[11,12,15,16,20],crude:2,cryptonaut:14,csisz:23,csiszar:[4,23],cstride:7,csv:21,ctx:19,cube:5,cum_count:22,cumbersom:22,cumsum:[18,22],cumul:18,cuong:14,cup:[13,22],curiou:[4,15],current:[4,12,19],curv:[5,9,10,16,22],custom:[8,12],cut:2,cycl:23,cys4:14,d2l:[1,2,5,6,7,8,9,10,11,14,16,22],d_i:16,d_x:16,d_xf:10,da_di:7,da_dw:7,da_dx:7,da_dz:7,dagar:14,dai:[12,18],daili:12,danger:12,daniel:14,darker:2,dart:9,dash:22,data:[0,2,3,4,6,8,10,11,12,14,15,16,17,18,19,20,22,24],data_fil:21,data_fold:21,databas:12,datapoint:[6,11],dataset:[2,4,6,8,10,11,17,18],date:12,david:14,dayan:[12,23],db_dw:7,db_dx:7,db_dy:7,db_dz:7,dchoi77:14,ddof:11,ddot:[2,5,7,18],deadli:12,deal:[2,8,9,12,17,20],dealt:16,death:12,decad:[8,10,12],decai:1,decent:7,decid:[11,12],decim:[1,4,9],deciph:11,decis:[2,11,12],deck:4,declar:[6,11],decod:4,decompos:[2,3,5,12,16,18],decomposit:[1,2,3,7,11,18],decreas:[4,7,9,10,16],deduc:[9,11],deep:[0,1,2,4,5,7,8,10,11,12,15,16,18,20,21,22,23],deepak:14,deepblu:12,deeper:[2,3,5,9,10],deeplearningbook:23,deepli:[1,2],def:[2,4,7,8,9,10,11,15,16],defaultdict:14,defin:[1,2,4,6,7,9,10,11,12,15,16,18,19],definit:[1,2,5,7,9,10,12,13,18,22],defreita:[12,23],degre:[3,4,6,7,9,10,11,12,18],delet:21,delici:12,deliv:12,demand:6,demograph:[11,12],demonstr:20,den:23,denmark:23,dennismalmgren:14,denomin:[4,7,8,10],denot:[5,8,10,11,12,18,20,22],densiti:[4,6,11,12,13,22],depart:22,depend:[1,3,4,5,6,7,8,9,10,11,12,14,15,16,22],depict:[12,22],deploi:[12,18],deposit:12,depth:[3,6,11,12],derefer:20,deriv:[2,4,5,6,7,9,11,13,15,17,22],descent:[3,6,12],describ:[2,4,7,9,10,12,16,18,21],descript:[11,12,19],descriptor:23,deserv:18,design:[11,12,16,23],desir:[7,9,10,11,12,15,20,22],despit:[9,12,22],destroi:12,det:[1,2,5],detach:17,detail:[1,2,5,6,7,8,11,12,15,19,22],detect:[2,8,11,12,22],determin:[1,3,4,5,7,11,12,15,16,22],determinist:[9,22],dethron:12,develop:[3,4,5,9,11,12],deviat:[12,13,20,22],devic:[15,19],devot:[12,22],df_da:7,df_db:7,df_du:7,df_dv:7,df_dw:7,df_dx:7,df_dy:7,df_dz:7,dgx:12,diagnos:12,diagnosi:22,diagnost:12,diagon:[1,2,18],diagram:22,dialog:12,dialogu:12,diamet:12,diastol:12,did:[5,7,8,9,12],die:[9,12,22],dies:12,differ:[1,2,4,5,7,8,9,10,11,12,15,18,20,22],differ_percentag:4,differenti:[3,4,5,12,17,20,24],difficult:[1,4,5,8,10,12],difficulti:[9,22],dig:[5,9,10],digit:[4,6,8,9,10,12,22],digress:10,dimens:[2,5,7,8,12,18,20],dimension:[0,1,2,3,4,5,8,11,12,13,15,16,20],diminish:12,dinner:[12,18],dinosaur:12,dip:9,dir:19,direct:[1,2,3,5,7,9,10,11,12,22],direction:9,directli:[2,4,5,6,7,9,10,12,16],dirti:18,disabl:12,disambigu:4,disc:1,discard:[7,9,12,15,20],disciplinari:4,disconnect:12,discours:[3,14],discov:[2,4,12,18],discrep:11,discret:[4,5,6,12,21,22],discrimin:12,discuss:[3,12,14,17],diseas:22,disjoint:5,displai:[1,2,5,7,9,10,12,14,16,19,22],disput:22,dissatisfact:12,dissemin:12,dissert:23,dissimilar:18,dist:[5,7],distanc:[2,4,9,12,18,22],distant:12,distil:14,distinct:[2,22],distinguish:[11,12,22],distort:2,distract:12,distribut:[1,3,4,6,11,12,13,19,20,22,23],disturb:9,dive:[2,4,5,10],diverg:[3,13],divid:[2,6,8,9,10,11,12,16,18,22],dividend:7,divis:[2,12,18,20,22],djliden:14,doan:14,doctor:[22,23],doctorcolossu:14,document:[2,8,17,23,24],doe:[1,2,3,4,5,6,7,8,9,10,11,12,15,18,20,22],dog:[2,12,22],doing:[2,5,9,10,12,20],dollar:[9,12,23],domain:[0,3,5],domkm:14,donald:12,done:[1,2,5,6,7,9,10],donkei:12,dop:14,dormant:12,dot:[1,3,7,13,15,17,20,22],doubl:2,down:[1,2,3,5,7,8,9,10,12],downfal:8,download:8,downsid:12,downtown:12,downward:10,drain:12,dramat:11,drastic:11,draw:[2,9,22],drawn:[2,4,6,9,11,12,22],driessch:23,drive:[7,12],driver:12,drl:12,drop:[5,6],dropout:[12,23],droppo:23,drunk:4,dsweet:14,dtype:[2,8,19,21,22],du_1:16,du_2:16,du_da:7,du_db:7,du_dw:7,du_m:16,dubiou:12,duc:14,due:[1,6,7,8,9,11,12,19],dui:14,dummi:[5,7],dummy_na:21,dump:12,duplic:2,dure:15,dv_:7,dv_da:7,dv_db:7,dv_dw:7,dvincent1337:14,dw_1:7,dx_1:7,dx_1dx_1:7,dx_1dx_n:7,dx_i:[7,16],dx_idx_j:7,dx_j:7,dx_jdx_i:7,dx_k:7,dx_n:7,dx_ndx_1:7,dx_ndx_n:7,dying:12,dynam:[12,23],dzreyev:14,e_1:2,e_2:2,e_i:4,e_x:4,each:[1,2,4,5,6,8,9,10,11,12,15,16,18,20,21,22],eager:18,eagl:2,earli:[11,12],earlier:[4,16],earliest:[11,12],eas:10,easi:[1,7,12,20,22],easier:[7,10,12],easiest:18,easili:[6,11,12],eat:12,ebai:15,econom:[11,12,23],econometr:12,ecosystem:21,edelman:[15,23],edg:[2,5,7],edgarroman:14,educ:[5,12],effect:[2,3,11,12,22],efficaci:12,effici:[2,7,12,20],efro:23,eig:1,eigen:3,eigendecomposit:3,eigenvalu:[2,3],eigenvector:2,eigval:1,einstein:[2,7],einsum:2,either:[1,2,4,6,7,9,11,12,18,20,22],eldarkurt:14,eleg:12,element:[1,3,4,7,8,10,12,13,15,18,19,20,22],elementari:10,elementwis:[13,18,20],elif:16,ell_1:18,ell_2:[13,18],ell_p:[13,18],els:[9,12,15,16,20],elsewher:2,embed:2,embodi:4,emit:[4,12],emphas:11,emphasi:12,empir:12,emploi:[2,12],employ:18,employe:12,empti:[19,20],empty_lik:19,emptyset:22,enabl:[2,3,10,12,15,16,18],encapsul:7,encod:[2,4,5,8,9,10],encompass:12,encount:[1,2,3,5,6,7,9,10,11,12,15,18],encourag:12,encrypt:11,end:[1,2,4,5,6,7,9,10,11,12,18,19,20,22,23],end_tab:14,endur:12,engin:[12,20,22],english:[4,12],enough:[1,2,9,10,11,22],ensembl:23,ensur:[9,12,15],ent:12,enter:[4,7,12],entir:[1,2,4,5,7,9,10,12,18,22],entiti:12,entri:[1,2,4,7,18,20,21],entropi:[3,6,12,13,23],enumer:[2,18],environ:[11,22],epsilon:[5,6,7,9,10,11],epsilon_1:7,epsilon_2:7,epsilon_i:7,epsilon_n:7,equal:[2,4,5,7,9,10,11,12,15,16,18,20,22],equat:[1,2,7,10,11,18,22],equilibr:1,equival:[1,2,4,5,7,16,18,20,22,23],err:12,erron:11,error:[8,10,12,15,23],escap:11,essenc:[2,7,9],essenti:[1,2,7,9,10,11,12],est_theta:11,establish:[4,11],estim:[3,4,6,8,12,22,23],etc:[12,18],euclidean:[12,18],eugen:12,evalu:[3,7,8,10,12,15,18,20,22],even:[2,5,6,7,8,9,10,12,15,18,20,22],evenli:4,event:[4,8,11,22],eventu:[1,9],ever:[2,12,18],everi:[1,2,4,5,7,8,9,10,11,12,15,16,18,19,20],everyon:6,everyth:[2,4,5,6,7,9,10,12],everywher:2,evgenii:14,evid:[11,12,22],evolut:12,exact:[7,9,15,16,20,22],exactli:[1,2,3,4,5,6,7,9,10,12,22],exam:12,examin:[1,2,3,6,9,10],exampl:[5,7,8,9,10,12,16,17,18,19,20,21,22],exce:12,exceed:12,excel:[4,7,12,18],except:[5,6,11],exchang:[2,7,12,18],excit:[11,12,23],exclus:[12,22],execut:[7,15],exercis:[3,17],exhaust:[3,12,16],exhibit:12,exist:[1,2,4,5,7,9,11,12,15,16,18,21],exot:15,exp:[5,7,9,10,11,13,20],expand:[2,4,5,9,20],expand_dim:8,expans:7,expect:[2,4,5,6,9,10,11,12,13,17,20],expedi:18,expedit:15,expens:[12,15],experi:[1,4,5,8,9,11,12,16,18,22],experienc:12,experiment:[11,12,22],explain:[4,8,11,12,15,20],explan:8,explicit:[7,8,9,10,11,12],explicitli:[4,7,10,11,12,15],explod:1,exploit:[12,15],explor:[2,4,12,19,22],explos:12,expon:8,exponenti:[2,8,10,13,18,20],express:[4,5,6,7,8,9,10,12,16,18,20,22],extend:[4,9,10,11,12,16],extens:[4,18,20,21],extent:12,extract:[4,11],extraordinarili:10,extrem:[4,10,11,12],eyebal:2,eyed:[2,5],f_1:4,f_2:4,f_i:[4,16],f_n:4,f_x:10,face:[2,12,18,22],facebook:12,fact:[1,2,3,4,5,6,7,8,9,10,12,16,18,22],factor:[1,2,5,7,9,10,12,18],factori:22,fahrenheit:18,fail:[5,11,12,22],failur:22,fair:[4,6,9,12,22],fair_prob:22,fairli:[1,7,9,12,22],fake:12,fall:[9,11,22],fallaci:[11,23],fals:[2,8,10,11,15,20,22],famili:[1,2],familiar:[2,5,7,9,10,11,16,18],famou:12,fan:12,far:[2,3,4,5,6,7,9,10,11,12,16,18,21],farlei:23,farm:12,fascin:1,fashion:[2,12],fashionmnist:2,fast:23,father:11,favor:11,favorit:18,fear:12,feat:12,featur:[0,8,11,12],fed:2,feed:[1,12,18],feedback:12,feel:[2,7,9,11,12],feet:12,fell:9,fergu:23,few:[2,4,7,8,9,10,12,16,20],field:[3,4,6,12],fiet:14,fig:[12,14,16,22],fig_add:2,fig_angl:2,fig_area:5,fig_arrow:2,fig_chain:7,fig_grid:2,fig_high:2,fig_margin:9,fig_mutual_inform:4,fig_neg:10,fig_posit:10,fig_rect:5,fig_spac:2,fig_statistical_signific:11,fig_sum:5,fig_vector:2,fig_zero:10,figsiz:[9,16],figur:[1,2,5,7,9,12,16],file:[12,21],fill:[2,5,15,19],fill_between:[5,9],fillna:21,filter:[11,12],filtrat:11,financi:12,find:[2,3,4,5,6,7,8,9,10,11,12,15,16,17,20,22],fine:[10,12,22],finit:[2,4,9,10,11],fiocco:14,fire:[4,12],firmli:12,first:[1,2,4,5,6,7,8,9,10,11,12,15,16,18,20,21,22],fisher:[11,12],fist:10,fit:[6,7,12,16],five:1,fix:[2,7,8,9,10,11,12],flat:6,flatten:[2,10],flavor:22,flaw:[11,12],flexibl:[2,10,11,12,22],flip:[1,2,4,5,6,9,11,18],float32:[8,22],float64:[2,19,21],floor:8,floriandonhaus:14,flow:[3,7,17],flu:22,fluctuat:[9,11],flunk:12,fly:15,fmt:16,focal:22,focu:[7,8,11,12,18,22],focus:[11,12,18],fold:5,follow:[1,2,4,5,6,7,8,9,10,11,12,15,16,18,19,20,21,22],font:18,fool:12,foot:12,footag:12,foral:[4,11,18],forc:[4,9],forest:4,forget:[4,12],form:[1,2,3,4,5,6,7,9,11,12,16,18,20,22],formal:[10,11,12,18,22],format:[1,4,5,7,9,10,11,16,17],former:[11,16,21],formid:22,formul:[12,20],formula:[2,4,5,9,11,12],fortran:19,fortun:[8,12,16,20],forward:[7,10],found:[1,2,4,11,12],foundat:[3,12],four:[2,6,7,9,23],fourth:9,frac:[2,4,5,6,7,8,9,10,11,13,15,16,18,22],fraction:12,frame:12,framework:[9,11,12],franc:12,francisco:12,fraud:12,free:7,freedom:11,freeli:[5,6,7],freita:23,french:12,frequenc:[11,22],frequent:[2,3,4,11,12,18],freshli:19,friedman:[8,23],friedrich:12,friend:4,frivol:12,frobeniu:18,from:[1,4,5,6,7,8,10,11,12,13,14,15,16,18,19,20,21,22,23],front:[4,7,10,12],frustrat:12,fubini:5,fulfil:12,full:[1,2,3,8,9,10,12],full_lik:19,fulli:[2,3,11,12],fundament:[1,2,3,4,8,9,10,11,12,18],further:[1,5,7,8,9,10,11,19,21],furthermor:[10,12],futur:12,gadget:12,gain:[4,22],gallop:12,game:[12,23],gan:[12,23],ganguli:23,gap:11,garbag:12,gardner:14,gari:12,garter:12,gauss:12,gaussian:[1,4,6,12,20],gave:[4,10,11,12],gca:[16,22],gducharm:14,ge0:10,gender:12,gener:[1,2,4,6,7,8,9,10,12,15,16,18,19,22,23],genet:12,geogunow:14,geometr:[1,2,3,7,10],geometri:[3,9,12],geq:[4,11,18,22],german:12,germani:11,gershgorin:3,gerson:14,get:[1,2,4,5,6,7,8,9,10,11,12,15,16,18,20,22],get_dummi:21,ghejc:14,gianni:14,giant:12,giel:14,gift:10,ginibr:[1,23],ginsburg:23,github:14,gitman:23,give:[2,4,5,6,7,8,9,10,11,12,16,18,20,22],given:[2,4,5,6,7,8,9,10,11,12,13,16,18,19,20,22],gkutiel:14,global:7,gluon:[2,8,12,14],gnarli:15,goal:[5,6,11,12,22],goe:[9,10,12,22],goetz:14,gogh:4,going:[6,10,12,22],gold:8,golub:[1,23],good:[1,2,7,12,22],goodfellow:[12,14,23],goodread:12,googl:12,gosset:11,got:12,gotten:18,govern:[11,12],gpu:[12,19,20],grab:[12,20],grad:[6,7,15],grad_approx:7,grad_f:7,grade:18,gradient:[3,5,6,12,13,17,23],gradual:12,grain:10,grammat:12,grant:12,graph:[8,10,15],graphic:[12,23],grasp:[1,12],grayscal:8,graytown:14,great:[7,12,14],greater:[3,11,12],greatli:12,greek:16,green:18,gregori:14,grei:2,grew:12,grid:[2,5,7,16],grossartig:12,ground:[12,18,22],groundbreak:12,groundwork:5,group:[4,6,11,12,22],grow:[1,22,23],growth:[3,12],guarante:[1,9,10,12],guess:[6,7,12,19,22],guez:23,guid:16,guidanc:19,gulabani:14,gunk:12,guowei:14,gupta:14,h_0:11,h_1:11,h_a:11,haben:12,habit:12,had:[8,9,12,15,16,22],hadamard:[13,18],haffner:23,haibin:14,half:[2,5,10],halt:20,halv:2,hand:[1,2,4,5,7,10,11,12,15,18,20,22],handi:[16,18],handl:[1,7,9,17],handwritten:[8,12],hang:18,hansent:14,haozhu233:14,happen:[1,2,4,5,6,7,8,9,10,12,15,18,20,22],hard:[2,5,7,8,9,12,16],harder:[2,7],hardwar:12,harm:[11,12],harvest:12,has:[1,2,4,5,6,7,8,9,10,11,12,13,15,16,18,20,21,22],has_one_axi:16,hasattr:16,hashlib:14,hat:[4,6,8,11,12],have:[1,2,4,5,6,7,8,9,10,11,12,15,16,18,19,20,21,22],hazard:19,head:[1,6,7,9,12,19],headlin:4,healthcar:12,healthi:22,heart:[4,12,18,22],heavi:[7,9],heavili:12,hebb:[12,23],hebbian:12,hei:12,height:[5,8,9,18,20,22],heiligerl:14,held:12,help:[1,2,3,4,6,7,9,10,11,12,16,19],helper:9,henc:[1,4,8,10,11,12],her:12,here:[1,2,4,7,8,10,11,12,15,16,18,20,21,22],heritag:11,hessian:3,heurist:12,heytitl:14,hhhthtthhhhht:6,hiccup:9,hidden:12,hierarch:12,hierarchi:12,high:[2,4,11,12,15,18,22],higher:[2,3,5,11,15,18,22],highest:[4,6,15],highli:[2,9,23],highlight:[2,7],him:22,hint:[7,9,10,22],hinton:23,hire:12,his:[4,12],histor:[4,10],histori:[12,22],hit:9,hiv:22,hline:9,hoa:14,hoan:23,hoc:8,hochreit:[12,23],hoekstra:23,hold:[2,3,4,7,9,15,18,22],home:12,homework:12,hoonos:14,hope:[1,4,9,22],hopefulli:1,hopkin:23,horizont:9,horribl:8,hospit:[12,18],host:[12,20],hot:4,hour:[11,12],hous:[2,12,18,21],house_tini:21,how:[1,2,3,4,5,6,7,8,9,10,11,12,15,16,18,19,20,22],howev:[1,2,4,5,6,7,8,9,10,11,12,15,16,18,22],hsneto:14,hsu:23,http:[14,19,23],huang:23,huge:12,human:[2,8,10,12,22],hundr:[2,6,12,20],hwang:14,hyper:5,hyperplan:3,hypothes:11,hypothesi:3,hypothet:22,icassp:23,idea:[4,5,7,10,11,12,16,23],ideal:[4,11],ident:[2,4,6,11,12,13,19,20],identifi:[1,2,5,7,12,22],ieee:23,iff:2,ignor:[8,9,10,19,21],igor:14,iid:11,ijcai:23,ijk:[2,18],ijkl:2,illeg:4,illus:12,illustr:[2,5,6,7,9,10,11,12,16,18,20],iloc:21,iluu:14,imag:[1,2,4,5,7,8,9,12,14,16,18,22,23],imagenet:[12,23],imagin:[2,4,6,7,8,9,11,12,15],imaginari:1,imdb:12,imit:12,imman:23,immateri:7,immedi:[7,9,12,15,22],impact:[11,12],impenetr:2,imper:[12,15],implement:[2,4,7,8,11,12,18,19],impli:[2,5,9,10],implic:11,implicit:[3,12],implicitli:[2,12,15,20],importantli:10,impos:[4,12],imposs:[10,12,22],impress:12,improv:[11,12,22,23],imput:21,imshow:2,inadvert:20,inappropri:12,incap:2,incent:12,inch:9,inclin:18,includ:[2,7,9,11,12,15,19,20,21],incom:18,inconveni:20,incorpor:12,incorrect:8,increas:[4,6,8,10,12,16],incred:5,incur:12,inde:[1,2,4,5,6,7,9,10,12,15],indefinit:13,independ:[1,2,4,6,7,8,9,11,12,13,16],index:[5,7,12,17,18,21,22],indic:[2,4,5,7,9,10,11,12,13,16,18,20,22],indirectli:4,individu:[2,4,6,11,12,15,22],induct:8,indulg:10,industri:[11,12],ineffici:[2,10],inequ:[2,9,18],infeas:12,infer:[11,12,20,22,23],infin:11,infinit:[2,4,5,9,10],infinitesim:16,influenc:[3,10,11,12,18],inform:[2,3,6,7,10,12,15,18,22,23],infti:[4,5,9,10,11,12,22],ingest:12,ingredi:12,inher:12,init:14,initi:[1,6,7,10,11,12,15,20],inititi:20,inject:[5,12],inlin:[1,2,5,6,7,8,9,10,16,22],inner:[5,7,15,20],innoc:9,innov:12,input:[1,2,6,7,8,10,12,15,16,18,19,20,21,22],inscrib:16,insert:18,insid:[1,5,7,9,11,15],insofar:12,inspect:20,inspir:12,instabl:2,instal:21,instanc:[1,2,4,5,6,7,8,9,10,11,12,18,19,20,22],instantan:16,instanti:18,instead:[1,4,5,6,8,11,12,15,20,22],instruct:19,insuffici:12,insur:12,insurmount:2,int32:8,int64:[19,21,22],int_0:[5,9],int_1:[5,9],int_:[4,5,9],int_a:[5,13],int_c:5,int_i:4,int_x:[4,5],integ:[2,5,8,9,13,21],integr:[3,9,13,16],integral_exampl:5,integrand:9,intel:12,intellig:[0,11,12,22,23],intens:[12,18],intent:15,interest:[4,11,12,15,20,22],intermedi:[7,12],intern:[2,12,19,23],internet:[8,12,23],interpret:[1,2,3,6,7,9,10,12,15,16,19,23],intersect:13,interspers:1,intertwin:5,interv:[3,4,5,9,16,22,23],intim:2,intract:[8,11,12],introduc:[1,2,3,4,5,6,8,10,11,18,19,21,22],introduct:[5,11,23],intuit:[1,2,4,5,7,9,10,11,12,15,18],invalid:9,invari:[2,9],invent:[11,12,16],invers:[2,12,13],invert:[1,3,4],investig:[1,4,9,22],invoic:12,invok:[15,16,18,19,20,21,22],involv:[7,9,12],iphon:12,ipython:[1,2,5,7,9,10,14,16],iri:12,irrat:12,irrelev:5,is_train:15,isinst:16,islam:14,iso:22,isol:12,isola:23,isometri:23,issu:[4,5,8,9,10,12],itali:12,item:[11,12,18,20],iter:[3,5,6,7,10,12,15],its:[2,4,6,7,8,9,10,11,12,15,16,18,20,22],itself:[2,5,6,8,9,10,11,12,15],jacob:12,jacobian:[5,15],jaedong:14,jamaoui:14,jame:12,jancio:14,jassi:14,javascript:14,jean:14,jerzi:11,jet:22,jia:[12,23],jiekui:14,jiyang:14,jjangga0214:14,job:12,john:[4,11,14,23],joint_ent:4,joint_entropi:4,jointli:[10,22,23],jonathanhrandal:14,jordan:1,joseppinilla:14,josh:14,josiah:14,journal:23,journei:4,jroberayala:14,jump:9,jun:14,jupyt:[14,16,19],just:[1,2,3,5,7,8,9,10,12,15,16,18,20,21,22],justic:3,justifi:12,kaddour:14,kaftan:14,kale:14,kang:14,kapoor:14,karl:11,karolszk:14,karra:[12,23],kasparov:12,katarzyna:14,keen:[5,12],keep:[1,2,4,5,7,9,10,11,18,21],keepdim:[18,22],kei:[2,3,4,5,6,7,10,12,16,22],kept:[7,12],kera:12,kernel:12,keyword:23,killer:20,kim:14,kind:[2,4,11,12,20],kindi:11,kl_diverg:4,kl_pq1:4,kl_pq2:4,kl_q2p:4,knew:2,know:[1,2,3,4,5,6,7,8,9,10,11,12,18,19,20,22],knowledg:[4,5,7,9,12,20],known:[1,2,4,5,6,9,10,11,12,16,22],koller:[8,23],kolmogorov:22,kolter:[18,23],korfmann:14,krizhevski:23,kryder:12,kulit:14,kullback:3,l_1:12,l_2:[11,12],lab:11,label:[4,8,12,22],labor:12,labori:2,lack:[11,12],lag:12,lai:[5,12],laid:12,lain:23,lakshkd:14,lakshya:14,lambda:1,lambda_1:1,lambda_n:1,lame:12,landscap:12,langl:[13,18],languag:[3,4,9,12,19,22],languish:12,laplac:[8,9,12],larg:[1,2,3,4,5,7,9,10,11,12,22,23],larger:[1,2,9,11,12,20],largest:[1,2,9,12],larroi:14,last:[1,2,3,4,5,7,8,9,10,12,20,21],later:[2,5,6,10,12,15,16,18,21,22],latex:[12,14],latter:[12,15],lausen:14,law:[1,2,12,22],layer:[1,2,7,12,18],layout:[7,12],ldot:[1,2,4,5,6,7,8,9,10,11,16,18,22],lead:[1,2,7,8,9,10,11,12],learn:[0,2,4,5,6,7,8,9,10,11,15,16,18,20,21,22,23],learnabl:12,learner:12,least:[1,5,9,11,12,16],leav:[2,7,10,12],lectur:12,lecun:[8,12,23],led:[8,12],lee:23,left:[2,4,5,6,7,9,10,11,16,18,22],leftrightarrow:18,legend:[10,16,22],lehrwerk:12,lehtinen:23,leibler:3,len:[4,8,11,16,18],lenet:14,length:[1,2,4,7,8,9,12,15,16,19,20,22],leonard:14,leq:[4,18,22],less:[1,4,5,8,9,11,12,18,22],lesson:2,let:[1,2,4,5,6,7,8,9,10,11,12,15,16,18,19,22],letter:[4,12,18],level:[2,5,11,12,18,22],leverag:[5,12],lgov:14,liang:14,librari:[12,15,16],libratu:[12,23],lie:12,lies:11,life:[5,12],lift:20,light:[12,22],like:[1,2,4,5,6,7,8,9,10,11,12,18,20,21,22],likelihood:[3,4,11,22],liken:12,likewis:[12,20,22],lim_:[10,11,16],limelight:12,limit:[10,11,12,16,18,20,23],lin:[12,14,23],linalg:[1,2,15,18],line:[1,2,5,7,9,10,12,16,21,22],linear:[1,3,4,5,6,7,8,9,11,12,15,16,17,20,23,24],linearli:[1,2],linestyl:[11,22],linnaeu:12,linspac:[5,7],linux:12,liqingnz:14,lisa:14,list:[1,2,5,9,12,16,18,20,22],liter:12,literatur:[12,18],littl:[1,2,3,4,5,9,10,22],liusy182:14,live:[2,12],livelihood:12,liweiwp:14,lkevinzc:14,load:[2,21],loan:[18,23],loc:[4,11],local:8,locat:[2,7,9,11,12,19,20,21,22],log2:4,log:[3,4,5,7,8,9,10,13,15],log_2:[4,6],log_p_i:8,log_p_xi:8,log_p_xy_neg:8,logarithm:[4,6,8,9,10,13],logic:[2,4,10,20,23],logist:12,london:[11,23],longer:[1,2,3,5,6,12,15],longest:12,look:[1,2,4,5,6,7,8,9,11,12,19,22],lookup:11,loop:[12,15,22],lose:12,loss:[3,4,6,7,10,11,12,15,16],lost:18,lot:[2,4,12,18],low:[2,4,9,11,18,22],lower:[2,4,6,18,22],lstm:7,luckili:4,lukovenko:14,lumsdain:14,lvert:13,m_inv:2,machin:[2,3,4,5,6,7,9,10,11,12,15,18,20,22,23],machineri:[2,12],maddison:23,made:[8,9,12],magic:11,magnitud:[9,11,12,18],mahdi:14,mai:[1,2,3,4,5,6,7,8,9,10,11,12,16,18,21,22],mail:12,main:[5,12],mainstai:12,major:[2,9,11,12,22],make:[1,2,3,4,5,6,7,8,9,10,11,12,15,18,20,22],makedir:21,malevol:12,manag:7,manhattan:18,mani2106:14,mani:[1,2,4,5,6,7,9,11,12,14,15,16,20,21,22],manifest:5,manipul:[2,4,7,12,18,21],manner:[7,12],manual:[12,20],manuel:14,map:[2,3,4,8,12,18,20,22],mapsto:6,mark:[14,16,19],market:12,markov:[12,22],mass:[4,12],massiv:[7,12],master:[12,23],mastercard:12,match:[6,7,9,10,12,20],math:[4,8,11,12,14,18],mathbb:[5,8,9,12,13,16,18,20],mathbf:[1,2,4,5,7,8,9,10,12,13,15,16,18,20],mathcal:[1,4,5,8,9,10,11,13,22],mathemat:[1,2,4,5,6,9,10,11,16,18,20,22,23],mathematician:[2,5,10,12],mathop:6,mathresearch:14,mathrm:[2,4,5,6,8,9,11,12,13,16,18,20,22],mathsf:[13,18],matplotlib:[1,2,5,6,7,8,9,10,14,16,22],matric:[2,3,7,13,17,20,23],matrix:[1,2,3,5,8,12,13,15,16,17,20,23],matteoferrara:14,matter:[2,4,6,12],matthia:14,matur:3,max:11,maxim:[4,6,7,9,15,18],maxima:6,maximilian:14,maximum:[1,2,3,4,7,9,10,11],maze:15,mcculloch:[12,23],mean:[1,2,3,4,5,6,7,8,10,12,15,16,18,20,21,22],meaning:9,measur:[1,2,3,4,5,6,9,11,12,18,22,23],mechan:[2,7,10,12,15,17,18],media:23,medic:[12,22],medicin:[11,12],medium:4,meet:5,megabyt:20,mellon:12,membership:18,memnet:12,memor:[4,7,8],memori:[15,18,19,20,23],men:[11,12],menial:12,mention:[4,8,9,10,12],mere:12,mesh:12,meshgrid:[5,7],mess:7,messag:11,metadata:22,meter:22,method:[2,5,6,7,9,10,11,12,15,16,19,20,21],metric:[4,11,18],michael:14,micromet:9,microsoft:[12,23],mid:[4,6,8,11,12,13],middl:[9,12],mietchen:14,might:[2,3,5,7,8,9,11,12,18,19,20,22],mike:14,million:[2,12,15,22],min:11,mind:[4,10,12],mine:[0,12],minibatch:[2,12,18],minim:[4,6,7,9,10,11,12,15,16,18],minima:[6,7],minimalist:9,minimum:[2,7,9,10,11],minor:20,minu:4,minut:[12,18,23],mirror:[2,5],mirza:23,misclassifi:12,miss:[9,17],misshapen:12,mistak:12,mit:23,mitig:12,mitro:14,mix:[7,23],mixtur:9,mlxd:14,mnist:[2,8,12],mnist_test:8,mnist_train:8,mobil:12,modal:[2,18],mode:17,model:[0,1,2,3,4,6,9,10,11,12,15,16,18,22,23],modern:[2,3,4,8,11,18],modest:8,modif:1,modifi:[7,12],modul:[8,14,17],moham:14,mohammad:14,moment:[2,5,7,9,12],monitor:[12,22],monkei:4,monoton:4,mont:12,month:12,moor:12,moral:12,more:[1,2,4,5,6,7,8,9,10,11,12,15,16,17,19,20,21,22],morei:[11,23],moreov:[2,4,7,8,12,22],most:[1,2,3,4,5,6,7,8,9,10,11,12,15,16,18,20,21,22],mostli:12,motion:12,motiv:[6,7,8,12],mountain:12,move:[12,15],movi:12,mpl_toolkit:[5,7],mplot3d:[5,7],mse:11,mtn:14,mu_1:4,mu_2:4,mu_:9,mu_hat:11,mu_i:9,mu_n:11,mu_x:9,much:[1,2,3,4,5,7,8,9,10,11,12,15,18,22],muhyun:14,mujoco:12,multi:[7,12],multiclass:12,multidimension:19,multilay:12,multinomi:[19,22],multinoulli:4,multipl:[1,2,3,6,8,9,11,13,16,17,20],multipli:[1,2,5,6,7,8,9,11,12,18],multivari:[3,5,9,16],mushroom:12,music:[4,12],musician:12,must:[1,2,4,5,6,7,8,9,11,12,18,19,20],mutual:[3,12,22],mutual_inform:4,mxnet:[2,4,5,6,7,8,9,10,11,12,14,15,16,18,19,20,21,22],mycologist:12,myriad:2,mysteri:16,mzz2017:14,n_8:8,n_h:6,n_t:6,n_x:8,n_y:8,nabla:[7,16],nabla_:[7,13,16],nabla_xf:10,naiv:[3,6,12],name:[1,5,7,9,12,18,19,21,22],nan:[4,21],nansum:4,narrow:[1,11],nation:12,natur:[4,8,9,11,12,13,15,22,23],navig:12,nd_length:4,ndarrai:[2,4,7,8,11,15,16,17,18,19,20],ndim:16,nearbi:9,nearli:[2,4,10,11,15,16],neat:2,neatli:12,necessari:[4,18,22],necessarili:12,need:[1,2,3,4,5,7,8,9,10,11,12,15,16,18,20,22],neg:[1,2,3,4,5,7,9,10,11,18,20,22],negat:2,negativeloglikelihood:4,neither:[3,7,9,12],neq:[1,4,22],nervou:23,net:23,netflix:12,network:[1,2,4,7,8,10,12,18,20,23],netyst:14,neural:[1,2,4,7,10,12,18,20,23],neuron:12,neurosci:12,never:[2,5,8,9,10,11,12,16,18,22],newli:[15,20],newton:7,next:[1,2,3,4,7,10,11,12,15,18,22],neyman:[11,23],nguyen:14,nice:[1,2,6,7,18,21],nicest:4,night:4,nikhil95:14,nishanttharani:14,nll:4,nll_loss:4,nodar:14,node:7,noelo:14,nois:[12,23],non:[1,2,4,5,7,9,11,12,17],none:[16,19],nonetheless:12,nonlinear:12,nontrivi:[12,15],nonzero:[2,22],nor:12,norm:[1,2,4,9,13,15,17],norm_eig:1,norm_list:1,norm_ratio_list:1,normal:[4,8,9,10,11,12,15,18,19,20,22],notabl:4,notanothersystem:14,notat:[2,4,5,7,10,12,13,16,18,20,22],notation:7,note:[1,2,3,4,5,8,9,10,11,12,15,16,18,20,21,22],notebook:[12,19],noth:[1,2,4,5,6,7,8,9,10,12],notic:[2,4,5,6,7,9,10,12,18],notion:[1,2,4,5,9,10,11,12,18,22],novel:12,now:[1,2,4,5,6,7,8,9,10,11,12,15,16,18,21,22],nowadai:12,nowher:7,npx:[2,5,6,7,8,9,10,11,14,15,16,18,20,22],nrauschmayr:14,number:[1,2,4,5,6,7,8,9,10,11,12,15,16,18,19,20,21,22],numer:[0,1,3,4,5,7,8,9,10,11,12,16,18,20,21],numerical_lim:16,numpi:[1,2,8,12,14,19,20],numpy_extens:20,numroom:21,nutshel:12,nvidia:12,nxby:14,o_t:12,oaklei:14,object:[1,2,3,6,11,12,15,17,19,22],observ:[4,5,6,8,9,10,11,12,16,18,22],obtain:[1,2,4,5,6,7,9,10,11,12,16,18],obvious:[20,22],occur:[2,4,6,7,8,12,22],occurr:[2,4,8,22],ocr:12,octob:12,odd:[2,22],odot:[13,18],off:[1,4,5,12,18,22],offer:[12,19,22],offici:19,offlin:12,often:[1,2,4,5,6,7,9,10,11,12,15,16,18,20,21,22],oftentim:18,ohm:12,okai:12,okroshiashvili:14,old:12,oldest:12,oliv:14,omit:[2,4,11,18],onc:[1,2,4,5,9,12,18,21,22],one:[1,2,4,5,6,7,8,9,10,11,12,15,16,18,19,20,22],ones:[1,2,6,7,9,11,15,18,19,20,21,22],ones_lik:19,onli:[1,2,4,5,6,7,8,9,10,11,12,15,16,18,19,20,21,22],onlin:[4,12,22,23],onto:[2,20],open:[10,12,21],oper:[3,6,7,12,15,16,17,18,22],operand:18,oppon:12,opposit:[2,7,12],ops:[5,7,18],optic:[3,12],optim:[0,3,4,12,15,16,18],option:[12,19],order:[2,4,5,7,8,12,15,18,19],ordinari:[4,15,18],oren:14,org:[19,23],organ:[2,7,12,18,20,23],orient:[2,12,18],origin:[2,4,7,9,10,11,12,16],orthogon:[1,2],ostrovski:23,other:[1,2,4,5,6,7,8,9,10,11,12,15,16,17,18,19,21,22,23],otherwis:[4,7,9,11,12,20],our:[1,2,3,4,5,6,7,8,9,10,11,12,15,16,18,20,22],ourself:7,ourselv:[4,12,16,18,20],out:[1,2,4,5,7,8,9,10,12,15,16,18,19,20,22],outcom:[4,5,6,7,12,22],outermost:[2,18,20],outlier:18,outlin:[4,11,23],outpac:12,output:[1,4,6,7,8,10,11,12,15,16,18,19,20,21,22],outsid:[9,11,15],outweigh:12,over:[2,4,5,6,7,8,9,10,12,18,22],overal:8,overbrac:1,overfit:[11,12,23],overflow:4,overhead:20,overli:8,overload:18,overlook:1,overrid:19,overset:11,overst:12,overwritten:15,owe:12,owes:12,owing:2,own:[10,12,18,22],ozair:23,ozgur:14,p_1:4,p_i:[4,6,9],p_j:12,p_k:4,p_n:10,p_t:9,p_x:[4,9],p_xy:[4,8],p_y:[4,8],p_y_given_x:4,pace:12,packag:[4,15,16,20,21,22],page:[9,12],pagerank:12,pai:[7,12,15],paid:18,pain:15,pair:[2,4,5,9,12,18,20],palo:18,paltri:10,panda:[14,21],paper:[4,12,15],pappa:14,paradigm:12,parallel:[1,2,12],parallelogram:2,paramet:[0,6,7,8,9,10,11,12,15,16,19,20],parameter:4,paramter:6,pari:12,pariti:12,park:23,pars:12,part:[1,2,3,4,5,12,15,20],partial:[5,6,7,12,13,15,17],particl:12,particular:[1,2,3,4,5,7,8,9,10,11,12,22],particularli:7,partit:12,partli:12,pass:[2,7,10,15,22],past:[7,12,18],path:[3,7,15,21],pathak:14,pathwai:7,patient:[12,18,22],pattern:[1,2,5,7,8,12,23],paulaurel:14,pave:21,pavelkomarov:14,payment:12,paypal:12,pdf:14,peak:12,pearson:11,peculiar:12,pedant:11,pedantri:22,pedersen:23,pedro:14,penalti:12,pennington:[1,23],peopl:[2,5,6,9,12,18,22],per:[3,4,8,9,12,18,20],perceiv:12,perceptron:12,perfect:10,perfectli:[6,12,22],perform:[1,6,7,8,9,10,11,12,15,16,18,20],perhap:[7,9,11,12,18],period:11,perp:[13,22],perplex:4,person:[12,14,22],perspect:5,perturb:[7,10,12],pervas:12,peter:[12,14],petersen:[7,18,23],pham:14,phase:12,phd:[12,23],phenomena:[8,11],phi:5,phi_1:5,phi_n:5,philosoph:[22,23],phone:12,photo:12,photograph:[12,22],phuc:14,phylogenet:12,physic:[9,12,23],physician:22,physicist:22,pi_:4,pi_i:4,pick:[4,7,8,9,10],pictur:[1,2,9,12],piecewis:15,pil:14,pile:12,pillar:[2,5],pip:21,pipe:12,pipelin:0,pitfal:9,pitt:[12,23],pittsburgh:12,pixel:[2,4,8,9,12,22],place:[1,4,6,12,15,20,23],placehold:18,plagu:12,plai:[5,10,12,15],plan:12,plane:[1,2,5],planet:22,plant:18,plausibl:7,playlist:12,pleas:12,plenti:[12,19],plethora:[7,12],plot:[1,2,5,6,7,9,10,11,15,16,22],plot_chebychev:9,plot_wirefram:[5,7],plt:[2,5,7,9,11,14,16,22],plu:12,pmatrix:[2,7],pmi:4,pmuen:14,point:[1,2,3,4,5,6,7,8,9,10,11,12,15,16,18,20,21,22],pointer:12,poison:12,poker:[12,23],polic:12,polici:12,pollut:12,polygon:16,polynomi:[1,7,10],ponder:7,poodl:12,poor:8,pop:12,popul:[11,22],popular:[8,11,12,16,21],portion:[1,2,9],pose:12,posit:[1,4,5,6,9,10,11,12,15,18,20,22],possibl:[1,4,5,7,8,9,10,11,12,19,20,22],post:12,potenti:[2,7,9,12,18],pouget:23,power:[1,10,16,22],ppl:4,practic:[1,2,3,4,6,7,8,9,10,11,12,18,23],practition:[2,3,11,16],prakash:14,prakhar:14,prasanth:14,pratikhack:14,pre:11,precis:[4,5,6,7,9,10,11,12,18,22,23],precomput:11,pred:[4,8],predict:[1,2,4,8,10,11,12,17,18,22],predictor:8,prefac:16,prefer:[6,9,12],preferenti:12,prepar:[8,12,21],preprint:23,preprocess:[0,17,24],presenc:4,present:[1,4,12],press:[4,12,23],pressur:12,pretend:6,pretti:[8,9,12,22],prevent:[2,23],previou:[1,2,4,6,7,8,9,10,12,18,20,22],previous:[4,6,12,20],price:[9,12,15,21,23],primari:10,primarili:[1,12],prime:12,primer:16,princip:[6,12],principl:[1,3,4,10,12,16,23],print:[2,4,7,8,10,15,16,19,20,21],prior:[6,12,20],priori:5,prize:12,probabilist:[3,6,12,23],probabl:[1,3,4,6,8,11,12,17,18,19,20,23,24],problem:[1,2,3,4,5,6,7,8,11,12,16,18,21,22],proce:2,procedur:[2,11,12],proceed:23,process:[1,4,5,7,9,11,12,16,21,22,23],processor:12,prod:[8,13],prod_:[4,8],prod_i:8,produc:[2,5,11,12,15,16,18,20],product:[1,3,4,5,6,7,9,10,12,13,15,16,17,20,22],profession:12,profit:9,profound:12,program:[4,11,12,19],programm:[12,23],programmat:[2,11],progress:[5,10,12,23],project:[2,5,7,18],promin:12,promot:12,prone:[10,15],pronounc:18,proof:[4,16],propag:[3,23],proper:[1,8,12],properli:5,properti:[2,9,12,16,17,19,20,22],propon:12,proport:[9,22],propos:22,prototyp:12,prove:[2,4,12,18,22],provid:[1,2,3,4,5,7,8,9,10,11,12,15,19,20,22],provision:12,pseudo:8,psycholog:12,psychonom:23,publish:4,pubm:12,punt:18,purchas:12,pure:4,purpl:[7,11],purpos:[1,7,12,22],push:[7,9,10,12],put:[5,8,9,12,16,22],pyplot:[14,16],pythagora:18,python:[2,8,12,14,16,17,18,19,21,22],pytorch:[12,14],q_1:4,q_2:4,qbaza:14,qquad:[2,7],quad:[6,7,18],quadrat:[6,7,10],qualiti:[4,11,12,23],quantifi:[11,22],quantit:[3,9,11],quantiti:[2,7,9,10,12,18,22],quantiz:8,quaternion:23,queri:[12,19],question:[2,4,5,6,7,8,9,10,11,12,16,19],quick:[4,7,9,19],quickli:[2,4,7,10,12,15],quit:[3,7,12,20,22],quotient:[1,10,16],r_1:1,r_2:1,r_3:1,r_4:1,r_i:1,r_t:12,rachel:3,racial:12,radian:7,radiu:1,rafael:14,rahimi:14,rahul:14,rain:[4,22],rais:[1,12],raju:14,rakib:14,ram:12,ran:20,rand:19,randint:19,randn:[1,19],random:[3,4,5,6,7,8,11,12,13,14,15,17,19,20],randomli:[2,9,10,20],rang:[1,4,5,6,8,9,10,11,12,16,18,20,22],rangl:[13,18],rank:[1,3],rapid:12,rapidli:[7,10,16],rare:[7,11],rate:[8,9,10,11,12,16],rather:[1,4,5,7,8,9,10,11,12,15,18,21,22],ratio:[1,10,22],ration:1,rattl:12,rattler:12,ravi:14,raw:[12,21],rcparam:16,reach:12,read:[2,4,7,11,12,17,18,20,22],read_csv:21,readabl:2,reader:[5,12],readi:12,readili:9,real:[1,2,5,9,10,11,12,13,16,18,20,21,22,23],realiti:4,realli:[8,12,16],rearrang:[2,5,11],reason:[1,2,4,6,7,9,10,11,12,15,18,20,22],reassembl:7,recal:[1,2,5,6,7,9,11,18],receiv:[4,12,22],recent:[4,12,18],recheck:15,recogn:[5,8,9,11,12,22],recognit:[3,12,23],recommend:22,reconstruct:10,record:[6,7,11,12,15,22],recov:[2,5,8],rectangl:5,rectangular:5,red:[9,18],redesign:15,rediscov:12,reduc:[1,2,5,6,10,11,12,18,20],reduct:[4,17],redund:[2,4],reed:[12,23],refer:[2,4,6,8,9,10,11,12,18,20,22,23],referenc:20,reflect:[11,12],regard:9,regim:11,region:[2,5,9,11],regress:11,regressor:12,regular:23,reimplement:2,reinforc:22,reiter:20,reject:11,rel:[4,6,8,9,11,12,20,22],relat:[2,3,4,7,9,11,12,18],related:9,relationship:[1,2,4,6,9,11,12,22],releas:[12,20],relet:22,relev:12,reli:12,remain:[1,2,6,7,16,19],remaind:12,remark:[8,18,20],rememb:[2,12,18],remind:12,remiss:7,remov:[8,12],render:2,repair:12,reparametr:5,repeat:[1,2,6,7,10],repeatedli:[1,12],replac:[2,4,5,6,12,16,20,21],repli:12,replic:[11,20],report:[4,6,12,22],repres:[1,2,4,5,6,7,8,9,11,12,18,20,22],represent:[2,12,18,23],request:[8,14],requir:[1,2,3,6,7,8,9,10,11,12,15,18],requisit:22,rescal:1,research:[4,7,10,11,12,23],resembl:[2,10,12],reserv:18,reshap:[2,8,18,19,20],residu:7,resistor:12,resnet50:12,resnet:14,resolut:[4,22],resolv:4,resound:9,resourc:[12,18],respect:[1,2,4,5,7,8,12,13,15,16,18,20],respons:12,rest:[4,9,12,20,22],restat:9,restaur:18,restrict:[1,2],result:[2,4,5,6,7,8,9,10,11,12,15,16,18,19,20,22],resurrect:23,retail:12,retriev:[8,12],reus:20,reveal:[18,22],revers:[5,12,22],review:[3,9,12,18,23],revisit:[10,18],revolut:[7,12],reward:[12,22],rewrit:[7,8,19],rewritten:[5,7],rho:[9,13],richychen:14,rift:4,right:[1,2,4,5,6,7,9,10,11,16,18,22],rightarrow:[5,7,9,10,11,16,20],rigor:[6,9,18,22],rigtorp:14,ring:18,rise:12,risk:[9,11,12,18],rnn:14,robot:12,robust:12,role:[2,12,15],roll:[9,22],rome:12,ronald:[11,12],rong:23,rongruosong:14,room:[21,22],rooster:12,root:[1,9,11,18,22,24],rosenblatt:12,roster:12,rotat:[1,2,18],rouder:23,roughli:[8,12,22],round:[8,12],routin:1,row:[2,7,12,13,18,19,20,21,22],royal:23,rstride:7,rule:[2,3,4,5,6,8,9,12,17,22],rumelhart:[10,23],run:[1,2,9,11,12,15,18,19,20,22],runtim:14,ruslan:14,rvert:13,s_1:4,s_i:4,s_k:4,sad:14,sadli:11,safe:[9,10,11,15],sai:[1,2,4,5,6,7,9,10,11,12,15,18,22],said:[1,6,12,16],sake:4,salakhutdinov:23,salari:12,sale:[9,12],salli:12,same:[1,2,4,5,6,7,8,9,10,11,12,15,18,19,20,21,22],sampl:[2,4,6,9,11,12,19,20,22],sample_length:11,sampler:[12,22],san:12,sandholm:[12,23],sanjar:14,satisfi:[11,18,22],sauc:12,save:[8,14,16,20],saw:[2,4,7,9,10,12,20],scalabl:[12,23],scalar:[8,11,13,16,17,20],scale:[1,2,4,5,9,10,11,12,18,23],scan:12,scarc:12,scarciti:12,scatter:[9,11],scenario:[11,16],schlatter:14,schmidhub:[12,23],schnauzer:12,schoenholz:23,scholar:11,schon:12,school:18,schwarz:23,scienc:[11,12,23],scientist:[2,9,10,12],scifi:12,scope:[1,2,4,8,11,15],score:[11,12,16],scratch:[4,12],search:23,sec_d2l:14,sec_derivative_t:5,sec_distribut:9,sec_fashion_mnist:2,sec_gd:7,sec_geometri:[5,7,18],sec_how_to_contribut:14,sec_information_theori:6,sec_integral_calculu:[9,16],sec_linear_regress:11,sec_lstm:7,sec_maximum_likelihood:[4,8,11],sec_model_select:11,sec_naive_bay:[6,9],sec_random_vari:[4,5,11,22],sec_resnet:7,sec_single_variable_calculu:7,sec_softmax:[2,4,8],second:[2,4,6,7,9,10,11,12,15,18,20,22,23],secret:12,section:[1,2,3,4,5,7,8,9,10,11,12,14,15,16,18,19,20,21,22],sedlmey:14,see:[1,2,4,5,6,7,8,9,10,11,12,15,16,18,19,20,22],seed:[1,4,11],seek:[10,12],seem:[1,2,5,8,10,11,12],seemingli:[5,7],seen:[1,2,4,6,7,8,9,10,11,12,15,16],segment:[2,10],select:[8,11,12,20],self:12,self_inform:4,sell:[12,23],seller:12,semin:12,send:[2,4,10],senorcinco:14,sens:[1,2,4,5,6,9,10,11,12,18,22],sensibl:[15,18],sensit:11,sensor:12,sent:[1,12],sentenc:12,sentient:12,separ:[2,4,9,10,18,21],seq2seq:12,sequenc:[1,4,6,22],seri:[4,9,12,13,23],seriou:[12,22],serv:[7,12,20],servic:14,set:[1,2,4,6,7,8,9,10,11,12,16,18,19,20,21,22],set_ax:16,set_figs:[2,5,7,9,16,22],set_matplotlib_format:16,set_np:[2,5,6,7,8,9,10,11,15,16,18,20,22],set_xlabel:[16,22],set_xlim:[5,7,16],set_xscal:16,set_ylabel:[16,22],set_ylim:[5,7,16],set_yscal:16,set_zlim:[5,7],setminu:13,setup:[11,12],sever:[2,4,6,7,10,11,12,22],sewag:12,sfermigi:14,sfilip:14,shakespear:4,shallow:0,shannon:[4,12,23],shape:[2,7,8,12,15,16,19,20,22],share:[4,7,20],sharp:9,sharper:16,shazbot:14,she:12,shelf:12,shen:23,sheng:14,sherrington:12,shift:[1,2,4,5,6,10,12],ship:12,shirt:2,shock:11,shop:12,shorter:[1,2,12],shortest:12,should:[2,3,4,6,7,8,9,10,11,12,15,18,19,20,22],shoulder:12,show:[1,2,4,5,6,7,9,10,11,12,15,18,20],show_imag:8,shown:[1,2,4,7,10,12,16,22],shrimali:14,shrink:1,shuffl:[4,19],shutil:14,sich:12,side:[1,2,4,5,9,16,22],sie:12,sifr:23,sight:12,sigma:[1,9,11],sigma_1:4,sigma_2:4,sigma_:[9,11],sigma_hat:11,sigma_i:9,sigma_n:11,sigma_x:[9,13],sigmoid:23,sign:[1,2,3,4,9,12,18],signal:[4,12,23],signatur:20,signifi:[8,18],signific:[2,5,9,12,18],significantli:[1,7,9,12,22],silver:[12,23],sim:[4,11,12,13,22],similar:[4,5,7,8,9,11,12,18,21],similar_percentag:4,similarli:[4,5,6,7,9,10,11,12,16,18,20],simon:14,simonwardjon:14,simpl:[2,10,11,12,17,18,22,23],simpler:[10,16],simplest:[5,6,11,12,20,22],simpli:[2,11,12,15,16,18,20,22],simplic:[1,4,5,6,9,11,12],simplif:[2,6],simplifi:[1,6,8,12,22],simul:[11,12,22],simultan:[9,12,22],sin:[2,5,10,15],sinc:[2,4,5,6,7,8,9,10,11,12,15,16,18,20,21,22],singl:[1,2,3,4,5,6,7,8,9,12,16,18,19,20,22],singular:[1,2,12],siri:12,sit:10,situat:[6,12,22],sivasubramanian:14,six:22,size:[1,2,4,6,9,10,11,12,16,18,20,22],skew:2,skill:22,skin:12,skip:[7,11,12,18],sl7423:14,sleep:22,slice:[5,9,17],slightli:8,sliver:5,slope:[10,16],slot:4,slow:22,small:[1,2,5,7,8,9,10,11,12,16],smaller:[4,7,8,9,10,11],smallest:[1,7,18],smart:12,smirnov:14,smooth:8,snake:12,snap:12,snippet:[7,12,15,18,20],social:12,societi:[12,23],softmax:2,softwar:[2,3,18,20],solid:[2,4,22],solut:[2,6,7,9,12],solv:[1,2,4,5,9,10,12,18,21,22],some:[1,2,4,5,6,7,8,9,10,11,12,15,18,19,20,22],somehow:[7,9,12],someon:[7,12,22],someth:[1,2,5,7,8,9,10,11,12,16,20],sometim:[3,5,10,12,15,18,20],somewhat:[2,5,11],somewher:6,song:[12,23],sonnet:4,sophist:12,sort:[1,4,5,12],sought:12,soul:4,sound:[2,5,12,18,22],sourc:[4,6,11,12],space:[2,4,9,12,18,22],spade:4,spam:[8,12],spammer:12,spars:2,speak:[3,11],speaker:12,spearhead:12,speci:12,special:[1,2,4,12,16,18,19],specif:[0,1,2,4,6,7,8,9,11,12,17,18,20,22],specifi:[2,8,16,18,19,20,22],spectrum:9,speech:[12,23],spend:[11,12],spent:12,sphinx:14,split:[5,9,12,21],spoken:12,sportsthu:14,spot:12,spread:4,spreadsheet:[2,18],springer:23,sqrt:[1,2,5,9,11,18],squar:[1,2,5,7,9,12,18,22],squeez:[8,23],squish:1,srivastav:14,srivastava:[12,23],stabil:[1,6,23],stabl:[1,2,8],stack:[2,18,20],stage:12,stai:[1,12],stale:20,stall:7,stand:[11,12],standard:[5,7,8,13,20,22],star:[9,12],starcraft:12,starri:4,start:[1,2,4,5,7,9,10,11,12,15,18,19,22],stat_bia:11,state:[4,9,11,12,16,18,22],statement:[4,5,9,11,12,15,16,20],statist:[3,4,8,9,12,22,23],statistician:[8,22],statu:22,std:11,steam:12,steepest:[3,7],steinsag:14,stem:9,step:[1,2,7,9,10,12,15,16,21],steve:14,stevenjok:14,stewart:14,stick:10,still:[1,2,4,7,8,9,10,11,12,15,18,20,22],stitch:18,stochast:12,stock:[9,12],stolck:23,stop:[2,7,10],storag:[3,12],store:[2,8,10,12,15,18,19,21,22],stori:[2,4,9,11],str:[8,22],straight:[4,10],straightforward:[11,15,18],strang:[1,5,10,18,23],strategi:12,street:[9,18],stretch:[1,5],strike:12,string:[2,12],strip:2,stripe:12,strong:[7,9,12],stronger:12,strongli:12,structur:[2,8,12,14,18],stu:14,stuck:12,student:[11,12],studi:[1,3,4,5,6,10,11,12,18],stun:12,stylist:20,subfield:18,subject:[2,11,12,18,22],subplot:9,subscript:[4,9,12,18],subsequ:[1,8,12,15,18,20],subset:[2,12,18],subspac:12,substanc:11,substanti:4,substitut:21,subtl:[1,7,9,10,11,15,16,22],subtleti:7,subtract:[1,2,4,5,13,15],succeed:12,success:[8,9,12,16,22],successfulli:8,succinctli:16,suddenli:[8,12],suffer:[11,12,22],suffic:11,suffici:[2,6,9,12],suggest:[12,22],suit:4,suitabl:[11,20],sukhbaatar:[12,23],sum:[1,2,4,5,6,7,8,9,10,11,13,15,16,20,22],sum_:[1,2,4,5,6,7,8,9,10,11,18,22],sum_a:18,sum_i:[2,4,6,7,8,9,12],sum_j:2,sum_k:7,sum_x:22,summar:[4,5,9,10,11,12,22],summari:[3,17],summat:[2,4,9,11,18],summertim:22,sun:23,sundeepteki:14,superhuman:[12,23],superintellig:12,superior:12,supersed:12,supervis:12,supervisor:12,suppli:[19,20],support:[3,4,12,16,19,22],suppos:[1,2,4,5,6,7,8,9,10,11,16,18],surbhi:14,sure:[1,11,12,22],surfac:[10,12],surg:12,surgeri:12,surpris:[2,4,5],suspici:[7,10],sutskev:23,svg:16,svm:23,swami:14,swamp:7,swath:12,sweet:12,symbol:[4,5,12,15,16,18],symmetr:[2,3,4,18],symmetri:[4,22],symphoni:4,symptom:22,syntax:12,synthes:12,sys:14,system:[2,4,9,11,18,20,22,23],systemat:11,systol:12,t_star:11,tab:14,tabl:[5,9,10,11,12,18,22],tabular:[2,18],tackl:12,tail:[6,9,11,12],tailor:12,taint:22,taipei:22,take:[1,2,3,4,5,6,7,8,9,10,11,12,15,18,20,21,22],taken:[1,2,3,5,7,8,9,12,15],talk:[5,12],tall:22,talneoran:14,tangent:16,tarfil:14,target:[2,12,15,20],task:[2,4,8,10,12,16],taught:18,tayfunun:14,tbaum:14,tdgammon:12,teach:[12,22],tech:12,technic:[9,12,15,23],techniqu:[1,3,4,7,12,21,23],technolog:[4,12],tediou:10,tell:[1,2,4,5,6,7,9,10,12,15,18,20,22],temperatur:18,templat:12,tempor:12,temporarili:19,tempt:11,temptat:10,ten:2,tend:[9,11,18],tendenc:12,tensor:[3,7,8,11,13,15,17,20],tensorflow:[12,14],term:[2,4,5,6,7,8,9,10,12,18,23],terminolog:[4,6,11],terrifi:22,tesla:12,tessera:14,test:[2,3,4,7,8,12,19,22],testabl:11,testimoni:12,text:[1,2,4,7,9,10,11,12,22],textual:12,than:[1,2,4,5,6,7,8,9,10,11,12,15,16,19,20,21,22],thanh:14,thank:22,thankfulli:[5,9,10],theano:12,thei:[1,2,4,5,6,7,8,9,10,11,12,16,18,21,22],them:[1,2,4,7,8,9,10,11,12,15,16,18,20,21,22],themselv:[2,6,9,12],theorem:[3,8,18],theoret:[3,4,6,7,8,10,12],theori:[0,1,2,3,5,6,8,9,11,12,17,23],therefor:[4,10],theses:22,thesi:23,theta:[2,4,5,6,7,9,11,12],theta_est:11,theta_tru:11,thi:[1,2,3,4,5,6,7,8,9,10,11,12,15,16,18,19,20,21,22],thin:5,thing:[1,2,3,4,5,6,7,8,9,10,12,18,22],think:[1,2,4,5,6,7,9,10,11,12,18,22],third:[4,6,7,9,10,12,18,20],thirteen:1,thorni:2,thoroughli:12,those:[1,2,7,9,11,12,15,20,21,22],though:[16,22],thought:[4,6,9,12,22],thousand:[10,11,12,15],three:[2,4,6,9,10,11,20],threshold:[2,9,11,12],through:[1,2,4,7,9,10,11,12,15,18,21,22,23],throughout:[1,7,8,9,10,12,16],thrower:9,thu:[1,2,3,4,5,6,7,9,10,11,12,15,16,18,20,22],thumb:[2,7,12],tied:2,tiep:14,ties:6,tightli:5,tikhonov:23,tild:11,time:[1,2,4,5,6,7,8,9,10,11,12,13,14,15,16,18,20,22],times1:[7,20],times2:[2,20],timestep:12,tini:[1,2,5,10],titan:12,titl:[8,9,11,12],todai:[11,12],togeth:[3,4,5,7,9,10,12,18,20,21],toi:[1,4,15],told:[4,9,15],tolist:[1,2,5,9],tom:12,tomer:14,tomorrow:22,too:[2,3,7,8,10,11,12,18,22],took:[1,12],tool:[5,7,10,11,12,21],top:[1,2,7,11,12,13,15,16,18],top_:18,top_i:18,top_m:18,top_n:18,topecongiro:14,topic:[1,2,3,9,11],torch:[12,14],torchvis:14,toss:[7,22],total:[4,5,6,8,9,11,18,20,22],touch:9,toward:[3,7,10,22],town:12,tpdi:14,trace:[6,11,15],track:[1,7,9,10,11,15],tractabl:5,tradit:[0,5,7],tradition:[2,7,12],trail:11,train:[2,3,10,11,12,16,17,18,23],trajectori:12,transact:[12,23],transcrib:12,transcript:12,transfer:4,transform:[1,3,5,8,12,14,18,20],transit:9,translat:[12,23],transmiss:3,transmit:[4,12],transmitt:4,transport:2,transpos:[7,13,18],trap:12,travel:18,treat:[2,9,12,15,16,18],treatment:[10,11],trebeljahr:14,tree:[12,23],tremend:12,tri:[10,12],triangl:[16,18],trick:20,trigger:12,trigonometri:2,trillion:2,trim:12,tripadvisor:12,tripl:12,trivial:12,tropic:4,troubl:[8,12],trouser:2,truck:12,true_theta:11,true_valu:7,truli:[7,12],truth:[5,12,18],tukei:4,tunabl:9,tune:12,tupl:[18,20],ture:12,turn:[1,3,4,5,6,7,8,9,10,12,15,16,18,22],tutori:[12,19],twice:[1,2,5,10],two:[1,2,4,5,6,7,8,9,10,12,15,16,18,19,20,22],type:[2,4,5,8,11,12,18,19,20,21,22],typesett:4,typewrit:4,typic:[2,6,8,9,12,16,18,20,21,22],u_1:16,u_2:16,u_i:[2,12,16,20],u_m:16,ubiquit:[12,16],ugurkap:14,ultim:[12,16],unalt:20,unari:[18,20],unbear:22,unbias:11,uncertain:[3,12,22],uncertainti:[4,11,12],unchang:[1,2,18],unclear:[4,11],uncom:21,uncontrol:1,undefin:[5,9],under:[4,5,9,10,11,18,19,20,22],underfit:11,underflow:8,underli:[1,2,12,22],underneath:5,underpin:12,understand:[1,2,3,4,5,6,7,9,10,11,12,16,18],understood:[3,5],undesir:[12,20],undet:9,undo:[1,2],undon:2,undoubtedli:11,unexpect:1,unfair:12,unfortun:[8,22],unhappi:4,unif:11,unifi:[2,9],uniform:[2,4,19],uninform:[6,22],union:13,uniqu:[2,4],unit:[2,4,9,12,18],univers:[2,4,12,23],unknown:[2,6,11,12,18],unless:[4,10],unlik:[9,11,12],unnecessari:20,unnecessarili:20,unneed:9,unpack:[1,12],unpair:23,unravel:10,unrel:[5,9],unseen:12,unsign:8,until:[1,8,10,12,16],unusu:4,unwant:9,upadhyai:14,upcom:12,updat:[4,7,12,15,16,20],upon:[2,12,22],upper:22,upsid:12,upward:10,usag:17,use:[2,4,5,6,7,8,9,10,11,12,15,16,18,19,20,22],use_line_collect:9,use_svg_displai:[8,16],used:[1,2,3,4,5,7,8,10,11,12,15,16,18,20,21],useful:[1,2,4,7,9,10,11,16,18,20,22],user:[11,12,22],uses:[8,11,12],using:[1,2,4,5,7,9,10,11,12,15,18,19,20,22,23],usp:12,usual:[1,7,11,12,16,18,19],util:[11,14],uwsd:14,v_1:2,v_2:2,v_i:[2,9,20],v_in:1,v_iv_i:2,v_iw_i:[2,9],v_j:2,vagu:12,valid:[4,8,11,16,22],valu:[1,2,4,5,6,7,8,9,10,12,15,18,19,20,21,22],van:[4,23],vanish:7,vanloan:[1,23],vari:22,variabl:[3,4,7,8,11,12,13,16,17,18,20],varianc:[1,6,12,13,17],variant:12,variat:[2,7,9,11,16,18,23],varieti:[6,11,12,18,20,21],variou:[3,7,10,19],vast:[9,21],vastli:[1,6,10],vdot:[2,5,6,7,18],vec:[1,2],vector:[1,3,4,5,7,8,9,10,11,12,13,15,16,17,20,22],veloc:12,venn:22,verb:12,verbal:[6,9],veri:[1,2,9,11,12,16,20,22],verifi:[4,15],vermicelli:14,versa:[4,9,12,20,22],version:[1,2,4,7,8],versu:9,vertic:[5,9],vfdev:14,via:[2,4,5,7,8,12,15,18,20,22],vice:[4,9,12,20,22],video:12,view:[2,4,6,8,10,12,20],viewpoint:9,vijayvargeeya:14,violat:[8,9],virtual:22,visa:12,vishaal:14,vishwesh:14,visibl:11,vision:[2,8,12,23],visit:12,visual:[2,3,5,7,8,9,10,11,12,16,18,22,23],vital:[12,18],vkramdev:14,vline:9,vn09:14,vocabulari:[2,4],vol:23,voltag:12,volum:[1,2,5],volunt:11,vzlamal:14,w_1:[7,10],w_2:7,w_i:[7,9,18],w_n:[7,10],wagenmak:23,wai:[1,2,4,5,6,7,8,9,10,11,12,18,20,21,22,23],wait:20,wake:22,walk:[1,9,12,21],wang:[14,23],want:[1,2,4,5,6,7,8,9,10,11,12,15,18,19,20,22],ward:23,warn:9,washington:12,wasserman:[14,23],wast:7,watch:4,water:11,watkin:[12,23],waymo:12,weather:22,web:[9,12,14],webentwicklung:14,webpag:12,websit:19,wechat:12,week:12,weight:[1,2,7,9,10,12,18,22],well:[1,2,5,6,8,9,10,11,12,16,22],welleslei:23,went:8,wer:3,were:[2,4,5,7,9,11,12,16,18,22],weston:23,what:[1,2,3,4,5,6,7,8,9,10,11,12,15,16,18,19,20,22],whatev:[1,2,4,5,7],when:[1,2,4,5,6,7,8,9,10,11,12,15,16,18,20,22],whenev:[7,12,19],where:[1,2,4,5,6,7,8,9,10,11,12,15,16,18,20,21,22],wherea:[1,4,9,11,12],whet:12,whether:[4,8,11,12,19,20,22],which:[1,2,3,4,5,6,7,8,9,10,11,12,15,16,18,19,20,22],white:8,whited3vil:14,who:[11,12],whole:[5,7,12,22],whose:[1,5,9,12,15,16,18,21,22],why:[1,2,3,4,5,6,7,8,9,10,12,15,18,20,22],wide:[1,8,9,11,12,18],width:[5,8,18,20],wilei:23,william:[11,23],willing:11,win:[12,15],wind:12,window:19,wisdom:16,wise:19,wish:[2,4,5,6,7,9,10,11,15,22],wit:2,within:[6,9,11,12],without:[1,2,3,5,6,9,11,12,15,20,22],women:11,won:12,wonder:[3,4,11],word:[1,2,4,7,8,10,12,15,18,22],work:[1,2,4,5,6,7,8,9,10,11,12,15,18,20,21,22],workhors:12,world:[3,12,18,21,22],worri:[3,5,8,12],worth:[2,5,7,8,9,10,11,12,23],worthi:12,would:[1,2,4,6,7,8,9,10,11,12,15,16,18,19,20,22],wrap:[12,18],write:[1,2,4,5,6,7,8,9,10,11,12,15,16,18,20,21,22],written:[2,4,5,6,9,10,12,18],wrong:[5,8,9,11,12],www:23,x_0:10,x_1:[4,5,6,7,8,9,11,12,16,18],x_1x_2:7,x_2:[6,7,8,11,12,16],x_big:10,x_d:8,x_i:[4,6,7,8,9,11,12,13,16,18],x_ia_:7,x_iy_ip_:9,x_j:7,x_med:10,x_n:[4,5,6,7,9,11,16,18],x_small:10,x_test:2,x_train_0:2,x_train_1:2,xax:7,xiaot:14,xiong:[12,23],xlabel:[5,7,9,16],xlim:[9,16],xor:8,xp_x:9,xscale:16,xtick:5,y_1:12,y_2:12,y_hat:4,y_i:[4,12,18],y_j:9,y_test:2,yang:23,yayab:14,year:[11,12,16,22],yes:9,yet:[3,4,12],yida:14,yield:[2,7,9,15,20],ylabel:[5,7,9,16],ylim:[5,10,16],yoder:14,york:[12,23],you:[1,2,3,4,6,7,9,10,11,12,15,16,18,19,20,22,23],your:[1,3,11,12,18,19,22],yourself:12,ypandya:14,yscale:16,ysraell:14,ytick:5,yuan:14,yuhong:14,z_1:4,z_k:4,zebra:12,zero:[1,2,4,5,6,7,8,9,10,11,15,18,19,20,22],zeros_lik:[19,20],zha:14,zhang:14,zhou:23,zhu:[12,23],zip:16,zipfil:14,zoom:10},titles:["<span class=\"section-number\">3. </span>\u0645\u0644\u062d\u0642: \u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0623\u0644\u0641\u0627\u0638 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0648 \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0629","Eigendecompositions","Geometry and Linear Algebraic Operations","Appendix: Mathematics for Deep Learning","Information Theory","Integral Calculus","Maximum Likelihood","Multivariable Calculus","Naive Bayes","Random Variables","Single Variable Calculus","Statistics","<span class=\"section-number\">1. </span>\u0645\u0642\u062f\u0651\u0645\u0629","\u0627\u0644\u0651\u0631\u0645\u0648\u0632","\u062a\u0645\u0647\u064a\u062f","<span class=\"section-number\">2.5. </span>Automatic Differentiation","<span class=\"section-number\">2.4. </span>Calculus","<span class=\"section-number\">2. </span>\u0627\u0644\u062a\u0645\u0647\u064a\u062f\u0627\u062a","<span class=\"section-number\">2.3. </span>Linear Algebra","<span class=\"section-number\">2.7. </span>Documentation","<span class=\"section-number\">2.1. </span>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a","<span class=\"section-number\">2.2. </span>Data Preprocessing","<span class=\"section-number\">2.6. </span>Probability","\u0627\u0644\u0645\u0631\u0627\u062c\u0639","\u062a\u0639\u0645\u0651\u0642 \u0641\u064a \u0627\u0644\u062a\u0651\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642"],titleterms:{"\u0623\u0646\u0648\u0627\u0639":12,"\u0625\u0644\u0649":12,"\u0626\u064a\u0633\u064a\u0629":12,"\u0627\u0644":13,"\u0627\u0644\u0622\u0644\u0649":12,"\u0627\u0644\u0623\u0644\u0641\u0627\u0638":0,"\u0627\u0644\u0625\u0634\u0631\u0627\u0641":12,"\u0627\u0644\u0628\u0631\u0645\u062c\u064a":14,"\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a":[12,20],"\u0627\u0644\u062a":[12,20,24],"\u0627\u0644\u062a\u0639\u0644":12,"\u0627\u0644\u062a\u0639\u0644\u0645":[12,14],"\u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a":14,"\u0627\u0644\u062a\u0642\u0646\u064a\u0629":0,"\u0627\u0644\u062a\u0645\u0647\u064a\u062f\u0627\u062a":17,"\u0627\u0644\u062c\u0645\u0647\u0648\u0631":14,"\u0627\u0644\u062e\u0644\u0627\u0635\u0629":20,"\u0627\u0644\u0630\u0627\u0643\u0631\u0629":20,"\u0627\u0644\u0631":12,"\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0629":0,"\u0627\u0644\u0637\u0631\u064a\u0642":12,"\u0627\u0644\u0639\u0645\u064a\u0642":[12,24],"\u0627\u0644\u0643\u062a\u0627\u0628":14,"\u0627\u0644\u0643\u0648\u062f":14,"\u0627\u0644\u0645\u062d\u062a\u0648\u0649":14,"\u0627\u0644\u0645\u0631\u0627\u062c\u0639":23,"\u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641":14,"\u0627\u0644\u0645\u0643\u0648":12,"\u0627\u0644\u0645\u0644\u062e":12,"\u0627\u0644\u0645\u0644\u062e\u0635":14,"\u0627\u0644\u0645\u0646\u062a\u062f\u0649":14,"\u0627\u0644\u0646":12,"\u0627\u0644\u0646\u062c\u0627\u062d":12,"\u0627\u0644\u0647\u062f\u0641":12,"\u0628\u0627\u0644\u0639\u0645\u0644":20,"\u0628\u0627\u0644\u0645":14,"\u0628\u064a\u0646":14,"\u0629":[12,14],"\u062a\u062c\u0645\u0639":14,"\u062a\u062d\u062a":12,"\u062a\u062d\u0641\u064a\u0632\u064a":12,"\u062a\u0631\u062c\u0645\u0629":0,"\u062a\u0639\u0645":24,"\u062a\u0645\u0627\u0631\u064a\u0646":[12,14],"\u062a\u0645\u0647\u064a\u062f":14,"\u062d\u0633\u064a\u0646":12,"\u062d\u0641\u0638":20,"\u062d\u0648\u0644":14,"\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a":12,"\u062f\u0627\u0644":12,"\u0631\u0645\u0648\u0632":13,"\u0634\u0643\u0631":14,"\u0635":12,"\u0635\u0646\u064a\u0641":12,"\u0639\u0644\u0645":24,"\u0641\u064a":24,"\u0642":24,"\u0642\u0635\u0635":12,"\u0644\u0646\u0634\u0631\u0639":20,"\u0645":12,"\u0645\u0627\u0630\u062c":12,"\u0645\u0627\u0631\u0633\u0629":14,"\u0645\u0627\u0631\u064a\u0646":20,"\u0645\u0629":12,"\u0645\u062b\u0627\u0644":12,"\u0645\u0639\u0627\u0644\u062c\u0629":20,"\u0645\u0642\u062f":12,"\u0645\u0644\u062d\u0642":0,"\u0645\u0646\u0627\u0642\u0634\u0627\u062a":12,"\u0646\u0627\u062a":12,"\u0647\u0630\u0627":14,"\u0648":[0,14],"\u0648\u0627\u062d\u062f\u0629":14,"\u0648\u0627\u0644\u0628\u0646\u064a\u0629":14,"\u0648\u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a":12,"\u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a":14,"\u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c":12,"\u0648\u062a\u0642\u062f\u064a\u0631":14,"\u0648\u0633\u064a\u0644\u0629":14,"class":[4,19],"function":[4,9,13,19],"long":1,One:11,The:[1,5,6,7,8,11],Useful:1,algebra:[2,18],algorithm:7,all:19,angl:2,api:19,appendix:3,applic:[1,4,22],approxim:10,arithmet:18,automat:15,axiom:22,back:1,backpropag:7,backward:15,bandit:12,basic:[18,22],bay:[8,22],behavior:1,bia:11,broadcast:20,calculu:[5,7,10,13,16],chain:[7,16],chang:5,charact:8,circl:1,classif:[4,8],classifi:8,code:[2,11],comment:5,common:[2,10],compar:11,complex:13,comput:[12,15],conclus:1,concret:6,condit:[4,22],conduct:11,confid:11,construct:11,continu:[6,9],continuum:9,control:15,convent:5,convers:[20,21],correl:9,cosin:2,covari:9,cross:4,cumul:9,d_1:22,d_2:22,data:[1,21],dataset:[12,21],deal:22,decompos:1,deep:3,definit:[4,11],densiti:9,depend:2,deriv:[10,16],descent:7,detach:15,determin:2,deviat:[9,11],differenti:[7,10,15,16],dimension:[7,18],discret:9,discuss:[1,2,4,5,6,7,8,9,10,11,13,15,16,18,19,20,21,22],distribut:9,diverg:4,document:19,dot:[2,18],eigendecomposit:1,eigenvalu:1,eigenvector:1,entropi:4,environ:12,error:11,estim:11,evalu:11,exampl:[1,2,4,6,11,15],exercis:[1,2,4,5,6,7,8,9,10,11,15,16,18,19,21,22],expect:22,express:2,find:[1,19],fix:1,flow:15,formal:4,format:21,friend:12,from:[2,9],fundament:5,gaussian:11,gener:11,geometr:5,geometri:[2,7],gershgorin:1,gradient:[7,15,16],growth:1,handl:21,hessian:7,higher:[7,10],html:14,hyperplan:2,hypothesi:11,independ:22,index:20,inform:[4,13],integr:5,interact:12,interpret:[4,5,11],interv:11,invert:2,issu:2,iter:1,joint:[4,9,22],kullback:4,learn:[3,12],leibler:4,length:18,likelihood:6,linear:[2,10,18],littl:7,log:6,map:1,margin:[9,22],mathemat:[3,7],matric:[1,18],matrix:[7,18],maximum:6,mdp:12,mean:[9,11],mechan:20,memori:12,mid:22,miss:21,mode:15,model:8,modul:19,more:18,motiv:4,multi:4,multipl:[5,18,22],multivari:7,mutual:4,naiv:8,ndarrai:21,neg:6,non:[15,18],norm:18,normal:1,note:7,number:13,numer:[2,6],object:[4,18,20],observ:1,off:11,oper:[1,2,13,20],optic:8,optim:[6,7],order:10,other:20,partial:16,pointwis:4,power:[11,12],predict:15,preprocess:21,principl:6,probabilist:8,probabl:[9,13,22],product:[2,18],properti:[4,18],python:[15,20],random:[1,9,22],rank:[2,12],read:21,recognit:8,recommend:12,reduct:18,regress:12,reinforc:12,relat:1,root:12,rule:[7,10,16],scalar:[15,18],search:12,self:4,sequenc:12,seri:10,set:13,shape:18,side:11,sign:5,signific:11,similar:2,simpl:15,singl:10,slice:20,specif:19,squar:11,standard:[9,11],statist:11,step:11,sum:18,summari:[1,2,4,5,6,7,8,9,10,11,15,16,18,19,21,22],symmetr:1,system:12,tag:12,taylor:10,tensor:[2,18],term:1,test:11,theorem:[1,5,22],theori:[4,13,22],trade:11,train:[8,15],transform:2,two:11,unsupervis:12,usag:19,valu:11,variabl:[5,6,9,10,15,22],varianc:[9,11,22],vector:[2,18],versu:12}})