Phylanx Project References

Welcome to the phylanx wiki!

Technology references

• DAGuE
• Dask
• Blaze
• RaftLib
• SymPy
• Theano Software site
• Theano Arxiv
• Theano Improvements Arxiv
• Tensorflow Arxiv
• Tensorflow Publication Page
• TensorBoard
• Spartan

Algorithm Implementation References

• Algorithms
• JAMA
• OpenBLAS
• ARPACK
• Spectra
• Infer.NET
• numl
• gensim
• GRMM
• MALLET
• scikit learn

Machine Learning/Statistical Computing/Linear Algebra References

• Coursera Machine Learning
• Coursera Probabilistic Graphical Modeling
• CalTech Machine Learning Classes
• Coursera Coding the Matrix Site - Linear Algebra refresher
• Coursera Coding the Matrix Class - Linear Algebra refresher

Storage Related Technologies

• LSM Tree paper
• LSM Tree explanation
• Fractal Tree
• Fractal Tree part 2
• Fenwick Tree
• LSM-trie

Baseline HPC References

• GA Tech Introduction to HPC - Lesson 3 - DAGs
• Brent's Theorem
• DAG cost-modeling part 1
• DAG cost-modeling part 2
• DAG cost-modeling part 3
• DAG cost-modeling part 4
• DAG cost-modeling part 5
• DAG cost-modeling part 6
• DAG cost-modeling part 7
• DAG cost-modeling part 8
• Master Theorem
• Submodularity lecture #1
• Submodularity lecture #2, part 1
• Submodularity lecture #2, part 2
• Submodularity lecture #2, part 3

Multi-disciplinary Teams

• Valve Employee Handbook - worth the time. interesting ideas.

Performance Optimizations

• Affine Transformations
  • Paper 1
  • Paper 2 and the thesis
  • Paper 3
  • Paper 4- Distributed memory.
• Communication-Avoiding algorithms
  • Course at Berkeley
  • Paper
  • Slides
• Space filling curves
  • Space filling Curve Introduction
  • "Hardware-Oriented Implementation of Cache Oblivious Matrix Operations Based on Space-Filling Curves "
  • "Cache oblivious dense and sparse matrix multiplication based on Peano curves"