interpretable-machine-learning topic

ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021

M-Nauta

C++ implementation and R API for componentwise boosting

schalkdaniel

Explainable Machine Learning in Survival Analysis

ModelOriented

The code of AAAI 2020 paper "Transparent Classification with Multilayer Logical Perceptrons and Random Binarization".

12wang3

Tutorial on the Convolutional Tsetlin Machine

cair

Multi-threaded implementation of the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features and multigranularity...

cair

"Deriving Machine Attention from Human Rationales" EMNLP 2018

YujiaBao

TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!

dylan-slack

PyTorch Explain: Interpretable Deep Learning in Python.

pietrobarbiero

Enabling interactive plotting of the visualizations from the SHAP project.

PrashantSaikia