Crowded

Built with numpy

76 projects in the corpus already ship on it. Expect company.

Reviewed ideas using numpy

• ClassLens — openDiagnoses what an Algebra-1 class misunderstands from their wrong answers, then builds a recheck quiz that verifies the fix. 41.1% @1 measured on 716 held-out real student answers.
• NOETHER — The Curiosity Engine — openLearn why AI hallucinates and how measurement catches it. Playable physics with computed black holes, a real broken benchmark, and GPT-5.6 as the map-maker, never the referee.
• Geometric Linguistic Transformations — openDiscover and test reusable geometric directions for negation, tense, questions, and other linguistic transformations inside transformer embedding spaces.
• Twin aluminia — openTwin Aluminia is a smart web platform connecting the aluminium industry with AI-powered insights, predictions, and solutions for faster, smarter, and efficient operations