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10 repos shown

Topic: explainable-ai

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Promote a GitHub repo at the top of Awesome repository list views for 7 days.

semantica-agi/semantica

Graph-Native Infrastructure for Context and Accountable AI Systems

AI dev

Stack

Python Celery FastAPI Jupyter pytest npm PEP 517 pip

GitHub topics

#agent-memory #ai #ai-governance #ai-infrastructure #artificial-intelligence #context-engineering

Updated: 2026-09-15
Lists: 3 list mentions
First commit: 2025-06-25
History: 106 history points
License: MIT
Issues: 112 open

12,939

stars

Forks: 1,445
Commits: 2,946 commits
Star growth, last 7 days: +403 +3.2%
Commit velocity, last 7 days: +48 +1.7%

Website GitHub

interpretml/interpret

Fit interpretable models. Explain blackbox machine learning.

AI dev

Stack

C++ Flask pytest Tornado .NET SDK npm PEP 517

GitHub topics

#ai #artificial-intelligence #bias #blackbox #differential-privacy #explainability

Updated: 2026-09-07
Lists: 3 list mentions
First commit: 2019-05-03
History: 9 history points
License: MIT
Issues: 42 open

6,938

stars

Forks: 788
Commits: 3,970 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

microsoft/responsible-ai-toolbox

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.

Stack

TypeScript Flask React npm PEP 517 pip

GitHub topics

#data-analysis #data-science #data-visualization #error-analysis #explainability #explainable-ai

Updated: 2026-09-10
Lists: 1 list mention
First commit: 2020-07-06
History: 7 history points
License: MIT
Issues: 100 open

1,835

stars

Forks: 495
Commits: 1,987 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

Trusted-AI/AIX360

Interpretability and explainability of data and machine learning models

Stack

Python pip

GitHub topics

#artificial-intelligence #codait #deep-learning #explainabil #explainable-ai #explainable-ml

Updated: 2026-09-05
Lists: 2 list mentions
First commit: 2019-07-11
History: 9 history points
License: Apache-2.0
Issues: 56 open

1,802

stars

Forks: 327
Commits: 674 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

ModelOriented/DALEX

moDel Agnostic Language for Exploration and eXplanation

Stack

Python pip

GitHub topics

#black-box #dalex #data-science #explainable-ai #explainable-artificial-intelligence #explainable-ml

Updated: 2026-07-15
Lists: 1 list mention
First commit: 2018-02-18
History: 8 history points
License: GPL-3.0
Issues: 31 open

1,485

stars

Forks: 171
Commits: 700 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

EthicalML/xai

XAI - An eXplainability toolbox for machine learning

Stack

Python Jupyter pytest PEP 517 uv

GitHub topics

#ai #artificial-intelligence #bias #bias-evaluation #downsampling #evaluation

Updated: 2025-11-29
Lists: 1 list mention
First commit: 2018-12-09
History: 7 history points
License: MIT
Issues: 1 open

1,261

stars

Forks: 187
Commits: 101 commits
Star growth, last 7 days: 0 0.0%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

dswah/pyGAM

[CONTRIBUTORS WELCOME] Generalized Additive Models in Python

Stack

Python pytest PEP 517

GitHub topics

#data-science #explainable-ai #explainable-ml #gams #hacktoberfest #interpretable-ai

Updated: 2026-04-21
Lists: 1 list mention
First commit: 2017-01-19
History: 8 history points
License: Apache-2.0
Issues: 232 open

1,013

stars

Forks: 290
Commits: 763 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

polyaxon/traceml

Engine for AI/ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

Stack

Python pytest pip

GitHub topics

#dask #data-exploration #data-profiling #data-quality #data-quality-checks #data-science

Updated: 2026-08-15
Lists: 1 list mention
First commit: 2016-03-25
History: 8 history points
License: Apache-2.0
Issues: 7 open

534

stars

Forks: 46
Commits: 10,006 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

benedekrozemberczki/shapley

The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).

Stack

Python pip

GitHub topics

#classifier #deep-learning #ensemble #ensemble-learning #explainable-ai #explainable-ml

Updated: 2026-01-01
Lists: 3 list mentions
First commit: 2020-01-30
History: 9 history points
License: MIT
Issues: 1 open

227

stars

Forks: 35
Commits: 358 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

GitHub

MarcelRobeer/ContrastiveExplanation

Contrastive Explanation (Foil Trees), developed at TNO/Utrecht University

Stack

Python pip

GitHub topics

#contrastive-explanations #explainable-ai #foil #interpretability #machine-learning #model-agnostic

Updated: 2023-01-31
Lists: 1 list mention
First commit: 2018-07-09
History: 8 history points
License: BSD-3-Clause
Issues: 2 open

stars

Forks: 4
Commits: 71 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

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