Shuge Unlimited
Shuge Unlimited
Mar 10, 2026 · Artificial Intelligence

AutoResearch: 630‑Line AI Agent That Self‑Evolves in 72 Hours and Earns 12.7k Stars

AutoResearch is a 630‑line Python project that lets an AI agent autonomously run machine‑learning experiments on a single GPU using a fixed five‑minute budget, a single val_bpb metric, automatic code edits, and git‑based decisions, showcasing a minimal yet complete training framework with the novel MuonAdamW optimizer.

AI AgentAutoResearchLLM research
0 likes · 17 min read
AutoResearch: 630‑Line AI Agent That Self‑Evolves in 72 Hours and Earns 12.7k Stars
Baobao Algorithm Notes
Baobao Algorithm Notes
Dec 10, 2021 · Artificial Intelligence

AutoX: One-Click Tabular AutoML from Feature Engineering to Model Fusion

AutoX offers a one‑click solution for tabular AutoML by defining feature operators, constructing a searchable feature space, applying efficient feature selection, tuning hyper‑parameters, and performing model ensembling, enabling users with limited ML expertise to automatically generate high‑performing predictive models, as demonstrated on multiple Kaggle datasets.

AutoMLAutoXMachine Learning Automation
0 likes · 7 min read
AutoX: One-Click Tabular AutoML from Feature Engineering to Model Fusion