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ML classifiers used to predict Mechanism of Action of chemical perturbagens using L1000 gene expression data

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.ipynb_checkpoints
.ipynb_checkpoints
 
 
LINCS_MOA_FullCurated_FFNN_Gimm4.ipynb
LINCS_MOA_FullCurated_FFNN_Gimm4.ipynb
 
 
LINCS_MOA_FullCurated_FFNN_Gimm4_output.ipynb
LINCS_MOA_FullCurated_FFNN_Gimm4_output.ipynb
 
 
LINCS_MOA_FullCurated_KNN_Gimm4.ipynb
LINCS_MOA_FullCurated_KNN_Gimm4.ipynb
 
 
LINCS_MOA_FullCurated_KNN_Gimm4_output.ipynb
LINCS_MOA_FullCurated_KNN_Gimm4_output.ipynb
 
 
LINCS_MOA_FullCurated_LinearClassifier_Gimm4.ipynb
LINCS_MOA_FullCurated_LinearClassifier_Gimm4.ipynb
 
 
LINCS_MOA_FullCurated_LinearClassifier_Gimm4_output.ipynb
LINCS_MOA_FullCurated_LinearClassifier_Gimm4_output.ipynb
 
 
LINCS_MOA_FullCurated_RandomForest_Gimm4.ipynb
LINCS_MOA_FullCurated_RandomForest_Gimm4.ipynb
 
 
LINCS_MOA_FullCurated_RandomForest_Gimm4_output.ipynb
LINCS_MOA_FullCurated_RandomForest_Gimm4_output.ipynb
 
 
LINCS_MOA_FullCurated_SVM_Gimm4.ipynb
LINCS_MOA_FullCurated_SVM_Gimm4.ipynb
 
 
LINCS_MOA_FullCurated_SVM_Gimm4_output.ipynb
LINCS_MOA_FullCurated_SVM_Gimm4_output.ipynb
 
 
LINCS_MOA_FullCurated_dataProcessing.ipynb
LINCS_MOA_FullCurated_dataProcessing.ipynb
 
 
LINCS_MOA_FullCurated_decisionTree_Gimm4.ipynb
LINCS_MOA_FullCurated_decisionTree_Gimm4.ipynb
 
 
LINCS_MOA_FullCurated_decisionTree_Gimm4_output.ipynb
LINCS_MOA_FullCurated_decisionTree_Gimm4_output.ipynb
 
 
LINCS_MOA_Prostate_FFNN.ipynb
LINCS_MOA_Prostate_FFNN.ipynb
 
 
LINCS_MOA_Prostate_KNN.ipynb
LINCS_MOA_Prostate_KNN.ipynb
 
 
LINCS_MOA_Prostate_LinearClassifier.ipynb
LINCS_MOA_Prostate_LinearClassifier.ipynb
 
 
LINCS_MOA_Prostate_RandomForest.ipynb
LINCS_MOA_Prostate_RandomForest.ipynb
 
 
LINCS_MOA_Prostate_RandomForest_gimm4.ipynb
LINCS_MOA_Prostate_RandomForest_gimm4.ipynb
 
 
LINCS_MOA_Prostate_RandomForest_gimm4_output.ipynb
LINCS_MOA_Prostate_RandomForest_gimm4_output.ipynb
 
 
LINCS_MOA_Prostate_SVM.ipynb
LINCS_MOA_Prostate_SVM.ipynb
 
 
LINCS_MOA_Prostate_decisionTree.ipynb
LINCS_MOA_Prostate_decisionTree.ipynb
 
 
README.md
README.md
 
 

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LINCS_MOA_pred_implementation

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ML classifiers used to predict Mechanism of Action of chemical perturbagens using L1000 gene expression data

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