Skip to content

Add AIDE & weco-cli (Tools), plus AutoResearch-vs-HPO and a fraud-detection writeup - #20

Open
ZhengyaoJiang wants to merge 1 commit into
windmaple:masterfrom
ZhengyaoJiang:add-weco-autoresearch
Open

Add AIDE & weco-cli (Tools), plus AutoResearch-vs-HPO and a fraud-detection writeup#20
ZhengyaoJiang wants to merge 1 commit into
windmaple:masterfrom
ZhengyaoJiang:add-weco-autoresearch

Conversation

@ZhengyaoJiang

Copy link
Copy Markdown

Adds Weco's open-source LLM-driven AutoML tooling, in the same category as the existing Karpathy autosearch / neuropt entries:

Tools and projects

  • AIDE — tree-search ML-engineering agent (human-level on Kaggle/MLE-bench)
  • weco-cli — autoresearch CLI that optimizes kernels/models/prompts against an eval metric

Blog posts

  • AutoResearch vs Classical Hyperparameter Tuning

Practical applications

  • Optimizing a production fraud-detection pipeline with autoresearch

All open-source / publicly documented. Thanks for maintaining the list!

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant