gabeerion

Gabriel Erion's starred repositories

LogisticRegression_Firth

Sci-kit learn estimator for Firths penalised logistic regression.

Language:Python300

sage

For calculating global feature importance using Shapley values.

Language:PythonMIT24100

attributionpriors

Tools for training explainable models using attribution priors.

Language:Jupyter NotebookMIT12100

shap

A game theoretic approach to explain the output of any machine learning model.

Language:Jupyter NotebookMIT2235300

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Language:C++Apache-2.02602700

IntegratedGradients

Python/Keras implementation of integrated gradients presented in "Axiomatic Attribution for Deep Networks" for explaining any model defined in Keras framework.

Language:Jupyter NotebookMIT21600