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#explainable-ai

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

13 records
Tagged “explainable-ai”Ranked by health index
PyPI
93Exceptionalhealth index
obss/sahi
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
Python★ 5,501↓ 169.6K/moSep 15, 2026
MITSep 15, 2026 · metrics 2.10.0
PyPI
92Excellenthealth index
deel-ai/xplique
👋 Xplique is a Neural Networks Explainability Toolbox
Python★ 754Sep 19, 2026
Custom licenseSep 19, 2026 · metrics 2.10.0
PyPI
91Excellenthealth index
mmschlk/shapiq
Shapley Interactions and Shapley Values for Machine Learning
Python · C++★ 782Sep 14, 2026
MITSep 14, 2026 · metrics 2.10.0
PyPI · npm
89Excellenthealth index
interpretml/interpret
Fit interpretable models. Explain blackbox machine learning.
C++ · Python★ 6,944↓ 160.2K/moSep 17, 2026
MITSep 17, 2026 · metrics 2.10.0
PyPI
89Excellenthealth index
trustgraph-ai/trustgraph
The context orchestration 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.
Python★ 2,689↓ 20.2K/moSep 8, 2026
Apache-2.0Sep 8, 2026 · metrics 2.10.0
npm
88Excellenthealth index
astroautomata/SymbolicRegression.jl
Distributed High-Performance Symbolic Regression in Julia
Julia★ 804Sep 13, 2026
Apache-2.0Sep 13, 2026 · metrics 2.10.0
PyPI
86Excellenthealth index
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.
Python★ 1,822Sep 15, 2026
Apache-2.0Sep 15, 2026 · metrics 2.10.0
PyPI
83Excellenthealth index
csinva/imodels
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
Jupyter Notebook · Python★ 1,629↓ 28.7K/moOct 19, 2026
MITOct 19, 2026 · metrics 2.10.0
PyPI
59Moderatehealth index
solvi-ai/solvi
A runtime where decision models propose and your code decides: typed questions, hard rules, quotes checked against the text, escalation with a guaranteed error budget, replayable traces. Works with any System One model.
Python★ 3↓ 2,135/moOct 11, 2026
Apache-2.0Oct 11, 2026 · metrics 2.10.0
PyPI
59Moderatehealth index
srikumar2050/hugiml-core
High-performance interpretable ML classifier using High Utility Gain patterns (IEEE Access 2024). C++ accelerated, scikit-learn compatible, with EBM-style explanations, adaptive binning, pattern pruning, and deployment tooling for regulated domains.
Python · HTML · Jupyter Notebook★ 1↓ 8,200/moSep 11, 2026
Custom licenseSep 11, 2026 · metrics 2.10.0
npm
56Moderatehealth index
footprintjs/explainable-ui
Themeable React components for visualizing FootPrint pipeline execution
TypeScript★ 0↓ 2,204/moSep 18, 2026
No licenseSep 18, 2026 · metrics 2.10.0
Maven
56Moderatehealth index
koryki-java/core
Explainable semantic querying for relational databases with AI-assisted, human-verifiable control.
Java★ 1Oct 19, 2026
Apache-2.0Oct 19, 2026 · metrics 2.10.0
npm
47Weakhealth index
ruvnet/agentdb
Vector memory that gets smarter every time your agent uses it.
TypeScript · HTML · JavaScript★ 89↓ 376.7K/moSep 13, 2026
MITSep 13, 2026 · metrics 2.10.0