GitHub - zakharova-anastasiia/T2D-glucose-analysis: Regression models predicting glucose blood levels based on other blood tests

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Regression models predicting glucose blood levels based on other blood tests

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Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
.ipynb_checkpoints		.ipynb_checkpoints
Presentation		Presentation
RESULTS		RESULTS
.DS_Store		.DS_Store
.gitattributes		.gitattributes
FeatureImportances.md		FeatureImportances.md
Glu_dataset_preprocessed_main.csv		Glu_dataset_preprocessed_main.csv
Grid_Search_AB.ipynb		Grid_Search_AB.ipynb
Grid_Search_B.ipynb		Grid_Search_B.ipynb
Grid_Search_GB.ipynb		Grid_Search_GB.ipynb
Grid_Search_RF.ipynb		Grid_Search_RF.ipynb
Grid_Search_SVM_PCA.ipynb		Grid_Search_SVM_PCA.ipynb
Nastyas_regressions.ipynb		Nastyas_regressions.ipynb
Osmolarity.csv		Osmolarity.csv
PermutationImportance46080.csv		PermutationImportance46080.csv
PermutationImportance46495.csv		PermutationImportance46495.csv
PermutationImportance48081.csv		PermutationImportance48081.csv
PermutationImportance49739.csv		PermutationImportance49739.csv
PermutationImportance58802.csv		PermutationImportance58802.csv
V4_rows_selected_only_glu_vein_more_15.csv		V4_rows_selected_only_glu_vein_more_15.csv
V5_final_dataset.csv		V5_final_dataset.csv
another_vlad_notebook.ipynb		another_vlad_notebook.ipynb
georgia_notebook.ipynb		georgia_notebook.ipynb
merged_rows_preproc.ipynb		merged_rows_preproc.ipynb
notebook.tar.gz		notebook.tar.gz
permutation_importance_preprocessing.ipynb		permutation_importance_preprocessing.ipynb
preprocessing_main_features.ipynb		preprocessing_main_features.ipynb
regressions_boosting.ipynb		regressions_boosting.ipynb
regressions_boosting_2.ipynb		regressions_boosting_2.ipynb
regressions_boosting_last.ipynb		regressions_boosting_last.ipynb
regressions_neural_network.ipynb		regressions_neural_network.ipynb
rows_preprocessing_.ipynb		rows_preprocessing_.ipynb
sklearn_regressions.ipynb		sklearn_regressions.ipynb
used sk_learn methods.md		used sk_learn methods.md
vlad_notebook.ipynb		vlad_notebook.ipynb