semantica-agi / semantica

Graph-Native Infrastructure for Context and Accountable AI Systems

interpretml / interpret

Fit interpretable models. Explain blackbox machine learning.

obss / sahi

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

astroautomata / PySR

Symbolic Learning in Python and Julia

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.

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.

csinva / imodels

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

alexgreensh / attention-span

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

fraunhoferportugal / tsfel

Time Series Feature Extraction Library (TSFEL): 60+ statistical, temporal, spectral and fractal features for time series classification, regression and signal processing in Python

astroautomata / SymbolicRegression.jl

Distributed High-Performance Symbolic Regression in Julia

mmschlk / shapiq

Shapley Interactions and Shapley Values for Machine Learning

deel-ai / xplique

👋 Xplique is a Neural Networks Explainability Toolbox

lynote-ai / ai-text-detector

A cautious, explainable AI text detector for local workflows and coding agents. Need production detection in your app? Try the Lynote AI Detector API → lynote.ai/ai-detector-api

FuRongJun-1999 / dsh-memory

白箱AGI架构探索：元认知（自我认知循环）、持续学习（知识飞轮）、世界模型（条件空间+语义时空图）、自我改进（自举纪律）、零LLM白箱管线与可审计信任护栏。

siqiwang0712-commits / financial-risk-agent

Evidence-grounded financial risk analysis from corporate filings, combining constrained LLM interpretation, deterministic analytics, versioned rules, and auditable evidence trails.

Indhu27-pixel / Labour-Law-Violation-System

AI-powered Labour Law Violation Detection System using Weak Supervision, BiLSTM, Graph Neural Networks (GNN), and Explainable AI to identify labour law violations.

Lingikaushikreddy / Settlement-Village

An illustrated multi-agent village strategy game. Set objectives; residents gather, build, upgrade and recruit. Battle, inspect decisions and test AI agents. No API key required.

vincenzo-afk / TruthNet

AI-powered fake news detection system with multiple ML models and explainability.