YMRohit/icml17708-grok-grokking-repro

To Grok Grokking — independent reproduction This package independently reproduces and audits the five requested claims of To Grok Grokking: Provable Grokking in Ridge Regression by Mingyue Xu, Gal Vardi, and Itay Safran (ICML 2026 paper 17708; OpenReview 5nNNVY8NW4; arXiv 2601.19791, v3). Reproduction date: 2026-07-16. Outcome first The ridge mechanism and its hyperparameter predictions reproduce strongly, but the package does not support every claim without… See the full description on the dataset page: https://huggingface.co/datasets/YMRohit/icml17708-grok-grokking-repro.