Python-scripts

Several Python scripts as jupyter notebooks, meant for the scientists to use in their research.

Some abbreviations used are:

ML- Machine Learning Models DL - Deep Learning Models GBM - Glioblastoma Multiforme, grade IV brain tumors

Name		Name	Last commit message	Last commit date
Latest commit History 61 Commits
Sample_folder		Sample_folder
Breast_Cancer_Model_Building_Assignment.ipynb		Breast_Cancer_Model_Building_Assignment.ipynb
Clinical_cohort_explorer.ipynb		Clinical_cohort_explorer.ipynb
DL_ANN_forClassification.ipynb		DL_ANN_forClassification.ipynb
DL_ANN_forRegression.ipynb		DL_ANN_forRegression.ipynb
DL_ConvolutionalNeuralNetwork.ipynb		DL_ConvolutionalNeuralNetwork.ipynb
Fasta_and_Blast_Extractor.ipynb		Fasta_and_Blast_Extractor.ipynb
GBM_10Xdata_SingleCell_Analysis.ipynb		GBM_10Xdata_SingleCell_Analysis.ipynb
Heatmap.ipynb		Heatmap.ipynb
ML_Apriori_and_Eclat_AssociationRule.ipynb		ML_Apriori_and_Eclat_AssociationRule.ipynb
ML_BreastCancer_UCI.ipynb		ML_BreastCancer_UCI.ipynb
ML_ClassificationMethods.ipynb		ML_ClassificationMethods.ipynb
ML_Clustering.ipynb		ML_Clustering.ipynb
ML_Imputation_Stats_FeatureSpModel.ipynb		ML_Imputation_Stats_FeatureSpModel.ipynb
ML_KfoldCrossValidation.ipynb		ML_KfoldCrossValidation.ipynb
ML_NLP_SentimentAnalysis.ipynb		ML_NLP_SentimentAnalysis.ipynb
ML_PCA_LDA_KernelPCA.ipynb		ML_PCA_LDA_KernelPCA.ipynb
ML_Reinforcement_Learning.ipynb		ML_Reinforcement_Learning.ipynb
ML_XGBoost.ipynb		ML_XGBoost.ipynb
Merge_VCFs.ipynb		Merge_VCFs.ipynb
README.md		README.md
SARS_CoV_2_analysis.ipynb		SARS_CoV_2_analysis.ipynb
Single_cell_scanpy_tutorial.ipynb		Single_cell_scanpy_tutorial.ipynb

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