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Search results for interpretable machine learning explainable artificial intelligence

explainable-artificial-intelligence x

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14 search results found

Dalex ⭐ 1,242

moDel Agnostic Language for Exploration and eXplanation

Explainx ⭐ 375

Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ [email protected]

A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)

Xaience ⭐ 100

All about explainable AI, algorithmic fairness and more

Tsinterpret ⭐ 83

An Open-Source Library for the interpretability of time series classifiers

Treeshap ⭐ 72

Compute SHAP values for your tree-based models using the TreeSHAP algorithm

Talktomodel ⭐ 68

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

Xai Iml Sota ⭐ 50

Interesting resources related to Explainable Artificial Intelligence, Interpretable Machine Learning, Interactive Machine Learning, Human in Loop and Visual Analytics.

Awesome Neural Trees ⭐ 35

Introduction, selected papers and possible corresponding codes in our review paper "A Survey of Neural Trees"

Xai Scholar ⭐ 16

Cross-field empirical trends analysis of XAI literature

Survlimepy ⭐ 16

Local interpretability for survival models

PIP-Net: Patch-based Intuitive Prototypes Network for Interpretable Image Classification (CVPR 2023)

Variable importance via oscillations

2021l Wb Xai 1 ⭐ 11

Case Study course for DS studies in Summer 2020/2021

1-14 of 14 search results

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