InterpretML (@interpretml)
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interpretml

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Top repositories

1

interpret

Fit interpretable models. Explain blackbox machine learning.
C++
5,552
star
2

DiCE

Generate Diverse Counterfactual Explanations for any machine learning model.
Python
1,343
star
3

interpret-community

Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.
Python
419
star
4

interpret-text

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.
Python
414
star
5

gam-changer

Editing machine learning models to reflect human knowledge and values
JavaScript
98
star
6

TalkToEBM

A Natural Language Interface to Explainable Boosting Machines
Jupyter Notebook
60
star
7

slicer

Unified slicing for all Python data structures.
Python
36
star
8

FasterRisk

Create sparse and accurate risk scoring systems!
Python
31
star
9

LLM-Tabular-Memorization-Checker

Testing Language Models for Memorization of Tabular Datasets.
Jupyter Notebook
27
star
10

ebm2onnx

A tool to convert EBM models to ONNX
Python
20
star
11

fastSparse

Jupyter Notebook
20
star
12

kdd2022-tutorial

Tutorial on Glassbox Machine Learning at KDD 2022
Jupyter Notebook
8
star
13

interpretml.github.io

webpage for InterpretML
HTML
3
star
14

governance

1
star
15

docs

Hosts static files specific to documentation.
HTML
1
star