Repository Index

A library for debugging/inspecting machine learning classifiers and explaining their predictions

• scikit-learn
• machine-learning
• xgboost
• lightgbm

TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

• medical-imaging
• medical-ai
• deep-learning
• machine-learning

Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models

A framework for building decision-model harnesses for any kind of task. Your program offers the model a short list of next steps, and the model picks one at a time until it can answer.

• classifiers
• decision-models
• evals
• llm-harness

The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).

• shapley
• shapley-value
• owen
• voting-classifier

Effects of packers on machine-learning-based malware classifiers that use only static analysis

This repository contains the official PyTorch implementation of GeoDA algorithm. GeoDA is a Black-box attack to generate adversarial example for image classifiers.

Python implementation of the goldeneye algorithm to investigate how classifiers utilise the structure of a dataset.

• data-science
• model-explanation