interpret_ehr / Git / Commit [23d48c]

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Commit [23d48c] main

Initial commit

Authored by: philipB 6 days ago

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Parent: [c434d1]

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added	.gitignore
added	LICENSE
added	README.md
added	analysis/analyze.py
added	analysis/compare.py
added	analysis/ml/RandomForestClassifier.py
added	analysis/ml/ScaledLogisticRegression.py
added	analysis/ml/UnivariateTest.py
added	analysis/ml/XGBoostClassifier.py
added	analysis/ml/evaluate_model.py
added	analysis/ml/metrics.py
added	analysis/ml/p_values_for_logreg.py
added	analysis/ml/quartile_exact_match.py
added	analysis/read_file.py
added	analysis/submit.py
added	analysis/utils.py
added	notebooks/AUC_stats.ipynb
added	notebooks/auc_rankings.csv
added	notebooks/feature_importance.ipynb
added	notebooks/icd9_to_english.txt
added	notebooks/loincToEnglish.txt
added	notebooks/stats.ipynb
added	results/icd9_250.00/icd9_250.00_RandomForestClassifier.csv
added	results/icd9_250.00/icd9_250.00_RandomForestClassifier.imp_score
added	results/icd9_250.00/icd9_250.00_RandomForestClassifier.perm_score

.gitignore Diff Switch to side-by-side view

LICENSE Diff Switch to side-by-side view

README.md Diff Switch to side-by-side view

analysis/analyze.py Diff Switch to side-by-side view

analysis/compare.py Diff Switch to side-by-side view

analysis/ml/RandomForestClassifier.py Diff Switch to side-by-side view

analysis/ml/ScaledLogisticRegression.py Diff Switch to side-by-side view

analysis/ml/UnivariateTest.py Diff Switch to side-by-side view

analysis/ml/XGBoostClassifier.py Diff Switch to side-by-side view

analysis/ml/evaluate_model.py Diff Switch to side-by-side view

analysis/ml/metrics.py Diff Switch to side-by-side view

analysis/ml/p_values_for_logreg.py Diff Switch to side-by-side view

analysis/ml/quartile_exact_match.py Diff Switch to side-by-side view

analysis/read_file.py Diff Switch to side-by-side view

analysis/submit.py Diff Switch to side-by-side view

analysis/utils.py Diff Switch to side-by-side view

notebooks/AUC_stats.ipynb Diff Switch to side-by-side view

notebooks/auc_rankings.csv Diff Switch to side-by-side view

notebooks/feature_importance.ipynb Diff Switch to side-by-side view

notebooks/icd9_to_english.txt Diff Switch to side-by-side view

notebooks/loincToEnglish.txt Diff Switch to side-by-side view

notebooks/stats.ipynb Diff Switch to side-by-side view

results/icd9_250.00/icd9_250.00_RandomForestClassifier.csv Diff Switch to side-by-side view

results/icd9_250.00/icd9_250.00_RandomForestClassifier.imp_score Diff Switch to side-by-side view

results/icd9_250.00/icd9_250.00_RandomForestClassifier.perm_score Diff Switch to side-by-side view

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