Back to Topics Directory
Topic Hub

#explainable-ai (14 Repositories)

Ranked open-source repositories tagged with #explainable-ai, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

26.1%

Avg Review Latency

22.3h

Filter by language

14 repositories tagged #explainable-ai

S TierPython 2.6k 5 GFIs

trustgraph-ai/trustgraph

The context interoperability layer powered by hypergraphs. Build a unified semantic context layer where agentic outcomes are deterministic and agent behavior is not just traceable, but cryptographically verifiable.

95.4%
Merge Rate
4d
First Review
69%
1st-Timers
2
Maintainers
A TierPython 10.5k 6 GFIs

semantica-agi/semantica

Graph-Native Infrastructure for Context and Accountable AI Systems

75.4%
Merge Rate
16h
First Review
45%
1st-Timers
38
Maintainers
B TierPython 1.8k

rentruewang/aioway

AI on the way. An auto deep learning pipe dream. An RDBMS approach to deep learning. Declarative, explainable, scalable, optimizable, easy to deploy, all that good stuff.

95.2%
Merge Rate
9d
First Review
100%
1st-Timers
0
Maintainers
B TierJUJulia 118

Julia-XAI/ExplainableAI.jl

Explainable AI in Julia.

100.0%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
D TierJUJulia 129

JuliaTrustworthyAI/CounterfactualExplanations.jl

A package for Counterfactual Explanations and Algorithmic Recourse in Julia.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierTypeScript 1.8k

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.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierMDMDX 113

kserve/website

User documentation for KServe.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierMulti-language 2.0k

AstraZeneca/awesome-explainable-graph-reasoning

A collection of research papers and software related to explainability in graph machine learning.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierMAMarkdown 1.6k

wangyongjie-ntu/Awesome-explainable-AI

A collection of research materials on explainable AI/ML

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 197

FOR-sight-ai/interpreto

🪄 Interpreto is an interpretability toolbox for LLMs

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 475

inseq-team/inseq

Interpretability for sequence generation models 🐛 🔍

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 1.5k

ModelOriented/DALEX

moDel Agnostic Language for Exploration and eXplanation

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 808

alexgreensh/attention-span

Make your agents talk human. ADHD-friendly output styles for Claude Code. So you can pay attention, not tokens.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierR 333

ModelOriented/modelStudio

📍 Interactive Studio for Explanatory Model Analysis

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers