InterpretML

Results 10 repositories owned by InterpretML

interpret

6.1k
Stars
718
Forks
Watchers

Fit interpretable models. Explain blackbox machine learning.

DiCE

1.3k
Stars
181
Forks
Watchers

Generate Diverse Counterfactual Explanations for any machine learning model.

interpret-text

403
Stars
67
Forks
Watchers

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

interpret-community

413
Stars
84
Forks
Watchers

Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.

gam-changer

115
Stars
11
Forks
Watchers

Editing machine learning models to reflect human knowledge and values

fastSparse

20
Stars
7
Forks
Watchers

slicer

34
Stars
4
Forks
Watchers

Unified slicing for all Python data structures.

ebm2onnx

18
Stars
5
Forks
Watchers

A tool to convert EBM models to ONNX

FasterRisk

28
Stars
3
Forks
Watchers

Create sparse and accurate risk scoring systems!

TalkToEBM

43
Stars
7
Forks
Watchers

A Natural Language Interface to Explainable Boosting Machines