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dengxiongshi's Projects

mico icon mico

MICO: Mutual Information and Conic Optimization for feature selection

mifs icon mifs

Parallelized Mutual Information based Feature Selection module.

naivefeatureselection icon naivefeatureselection

Code for NaiveFeatureSelection, i.e. feature selection in Naive Bayes, see https://arxiv.org/abs/1905.09884

py_fs icon py_fs

A Python Package for Feature Selection

pycit icon pycit

(Conditional) Independence testing & Markov blanket feature selection using k-NN mutual information and conditional mutual information estimators. Supports continuous, discrete, and mixed data, as well as multiprocessing.

pygdc icon pygdc

Python API for Genomic Data Commons

pyhsiclasso icon pyhsiclasso

Versatile Nonlinear Feature Selection Algorithm for High-dimensional Data

rfse icon rfse

RFSE: Random Feature Selection Ensemble.

rrelieff icon rrelieff

Python Implementation of RReliefF - a feature selection tools for regression problems

scikit-rebate icon scikit-rebate

A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.

smote_variants icon smote_variants

A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection features

stackppi icon stackppi

Improving protein-protein interactions prediction accuracy using XGBoost feature selection and stacked ensemble classifier

tracta_ml icon tracta_ml

Combined hyper-parameter optimization and feature selection for machine learning models using micro genetic algorithms

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