Open source ai research tools, ranked by score and analyzed honestly. Part of our AI & Machine Learning coverage.
Ranked by score. Updated weekly.
Machine Learning Systems
Fully autonomous & self-evolving research from idea to paper. Chat an Idea. Get a Paper. 🦞
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.
Autonomous experiment loop extension for pi
Claude Autoresearch Skill — Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify → Verify → Keep/Discard → Repeat forever.
Self-referential self-improving agents that can optimize for any computable task
The open LMS by Instructure, Inc.
HRM-Text is a 1B text generation model based on the HRM architecture, strengthened by task completion and latent space reasoning.
Structured prompts, vault templates, and archive guides for AI-assisted genealogy research. Built for Claude Code.
Aesthetic, minimalist platform for learning Japanese inspired by Duolingo and Monkeytype, built with Next.js and sponsored by Vercel. Beginner-friendly with plenty of good first issues - all contributions are welcome!
This repository contains the code to train and evaluate TRIBE v2, a multimodal model for brain response prediction