How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.
Long-horizon ML research needs File-as-Bus coordination, not just message handoffs. Talk is cheap , show me your files .
AI-Researcher is an LLM research automation framework and scientific workflow orchestrator designed to automate the end-to-end discovery process. It employs autonomous AI research agents to identify research gaps, formulate hypotheses, and execute scientific discovery workflows independently. The system integrates an automated literature review tool for gathering and analyzing academic papers and code repositories with an AI-driven manuscript generator that synthesizes research motivations and experimental results into full-length academic papers. The framework covers a modular research pipe
AutoResearchClaw is an agentic system designed to automate the scientific research process. It functions as an autonomous research agent and workflow automator that manages the entire lifecycle of a project, from initial hypothesis generation and literature review to experimental execution and the production of LaTeX-formatted academic papers. The system distinguishes itself through a multi-agent research pipeline that utilizes structured debates for hypothesis refinement and peer review. It employs a branch-and-merge architecture to explore parallel research directions and integrates human-i
This repo provides the source code of our paper: MLR-Copilot: Autonomous Machine Learning Research based on Large Language Models Agents. [[PDF]](https://www.arxiv.org/pdf/2408.14033)[[Twitter]](https://x.com/Xinya16/status/1829962980999774481) If you discuss or use MLR-Copilot in your research,…
The main features of du-nlp-lab/mlr-copilot are: Research Agent Systems.
Projects with overlapping indexed features include: aweai-team/aiscientist — Long-horizon ML research needs File-as-Bus coordination, not just message handoffs. Talk is cheap , show me your files . eimenhmdt/autoresearcher — ⚡ Automating scientific workflows with AI ⚡. hkuds/ai-researcher — AI-Researcher is an LLM research automation framework and scientific workflow orchestrator designed to automate the… human-agent-society/coral — CORAL is a robust, lightweight infrastructure for multi-agent autonomous self-evolution, built for autoresearch. Works… hyperspaceai/agi — The first distributed AGI system. Thousands of autonomous AI agents collaboratively train models, share experiments… aiming-lab/autoresearchclaw — AutoResearchClaw is an agentic system designed to automate the scientific research process. It functions as an…
