Georges Dupret's repositories
auton-survival
Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events
Boruta-Shap
A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.
boruta_py
Python implementations of the Boruta all-relevant feature selection method.
ERPP-RMTPP
A pytorch implementation of ERPP and RMTPP on ATM maintenance dataset.
scikit-learn
scikit-learn: machine learning in Python
SHAPforxgboost
SHAP (SHapley Additive exPlnation) visualization for 'XGBoost' in 'R'
wfdb4R
wrapper around physionet wfdb library
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, Flink and DataFlow
xgboost-monotonic-testing
Some testing of xgboost's monotonic constraints.