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Train, evaluate, and run machine learning models.

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LearnML

llSourcell

949stars

This is the Study Guide for Learn Machine Learning in 3 Months (PyTorch Curriculum) by Siraj Raval on Youtube

41stars
step-by-step-learning-ai preview

Paper notes on RecSys / Ads / Search (搜广推). Companion to WeChat「稳扎稳打学AI」. Notes-first, not a code warehouse.

  • TransX - LinkedIn - Compress the user's behavior sequence offline into 64 vectors stored as KV; online, candidates only attend to them. CTR +6.02% over an HSTU-style model.
  • BRIDGE - Kuaishou - Three decoder tricks for guessing Semantic IDs better: a codebook-anchored reasoning token before the first token, privileged EMA self-distillation on the student's own prefix, and a shared loop block that gives harder SID positions more passes. eCPM +0.65%, QPS +20%.

EqR

locuslab

61stars
EqR preview

[ICML 2026] Code for Equilibrium Reasoners: learning attractor dynamics for scalable reasoning

Machine LearningPythonApache-2.0GitHub