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The Top 12 Machine Learning Interpretability Open Source Projects

Open source projects categorized as Machine Learning Interpretability
Categories > Machine Learning Interpretability
Awesome Machine Learning Interpretability ⭐ 3,241
A curated list of awesome responsible machine learning resources.
most recent commit 3 months ago
Interpretable_machine_learning_with_python ⭐ 629
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
most recent commit a year ago
Mli Resources ⭐ 405
H2O.ai Machine Learning Interpretability Resources
most recent commit 3 years ago
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]
total releases 56most recent commit 3 months ago
Interpretme ⭐ 21
An interpretable machine learning pipeline over knowledge graphs
most recent commit 9 months ago
Diabetes_use_case ⭐ 19
Sample use case for Xavier AI in Healthcare conference: https://www.xavierhealth.org/ai-summit-day2/
most recent commit 3 years ago
Interpretable Ml ⭐ 17
Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.
most recent commit 2 years ago
Propensity_modelling ⭐ 16
Predicting the Likelihood to Purchase a Financial Product Following a Direct Marketing Campaign
most recent commit a year ago
Mllp ⭐ 12
The code of AAAI 2020 paper "Transparent Classification with Multilayer Logical Perceptrons and Random Binarization".
most recent commit 2 years ago
Hc_ml ⭐ 12
Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.
most recent commit 4 years ago
Article Information 2019 ⭐ 10
Article for Special Edition of Information: Machine Learning with Python
most recent commit 4 years ago
Jsm_2018_paper ⭐ 8
Paper for 2018 Joint Statistical Meetings: https://ww2.amstat.org/meetings/jsm/2018/onlinepro
most recent commit 5 years ago
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