machine-learning-theory skills

6 tagged machine-learning-theory, measured the same way as everything else here.

Browse within: LaTeX 6econometrics 6mathematical-proof 6

proof-repair

01

gyf9712/stat-theory-skills

Skill Claude CodeCodex

Generate self-consistent repair plans for mathematical proof issues found by /proofcheck, with literature-backed support. For each problematic assumption, model, proposition, or theorem, proposes fixes that preserve the full dependency chain and searches arXiv, Semantic Scholar, and Google Scholar for new references…

9 1mo ago A 114 tokens original MIT

proofcheck

02

gyf9712/stat-theory-skills

Skill Claude CodeCodex

A systematic checker for mathematical proofs in statistics and machine-learning research papers.

9 1mo ago A 57 tokens original MIT

theory-simulation

03

gyf9712/stat-theory-skills

Skill Claude CodeCodex

Bridge between theoretical results and Monte Carlo simulation, built to top-stat-journal standards (AoS, JASA, JRSS-B, Biometrika, Bernoulli). Two modes: (1) DESIGN mode — for each theoretical claim, design new simulations that verify rates, coverage, stress-test assumptions, and reveal theory-improvement…

9 1mo ago A 214 tokens original MIT