Show HN: ML-Ralph – An autonomous agent loop for ML experimentation

https://github.com/pentoai/ml-ralph
by psoto • 6 months ago
2 0 6 months ago

We adapted RALPH for ML workflows.

It runs experiments autonomously, forming hypotheses, training models, evaluating results, iterating on evidence.

W&B integration for long-running jobs. Full audit trail.

Tested on Kaggle Higgs Boson, hit top 30 in a few hours.

Still early, lots to improve. Would love feedback.

github.com/pentoai/ml-ralph

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