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.
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.
