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1. survivalpredictsurvivalpredictPublic

   Python survival analysis/survival curves, with a scikit-learn-like api

   Jupyter Notebook 5

2. numbadecisiontreesnumbadecisiontreesPublic

   novel 'numba' based recreation of scikit-learn's decision tree algorithm

   Python 4

3. dask_backward_feature_selectiondask_backward_feature_selectionPublic

   Backward step-wise feature selection using Dask, scikit-learn compatible

   Python 2

4. dask_tfidfdask_tfidfPublic

   A Dask native implementation of 'Term Frequency Inverse Document Frequency' for dask-ml and scikit-learn

   Python 2

5. socraticbumpsearchsocraticbumpsearchPublic

   A scikit-learn compatible implementation of Bumping as described by “Elements of Statistical Learning” second edition (290-292).

   Python 2

6. cox_ph_estimation_notebookscox_ph_estimation_notebooksPublic

   Estimating Cox Proportional hazards coefficients for for both breslow and efron ties, using both autograd and directly calculating the gradient and hessian

   Jupyter Notebook 1