Skip to content
  • ·ContentsHome. The title page, every section at a glance.
  • IWritingEssays and longer notes. Slow to write, slower to finish.
  • IIWorkThings I've built. Small, finished, and used by at least one person (me).
  • IIIInspirationThings I want to look at again.
  • IVLinksEverything I read and want to keep, on one page.
  • VQuotesSentences I pressed between pages.
  • VIPlaygroundExperiments that move.
  • VIINowWhat I'm doing this season.
  • ·ColophonHow this book is made: type, plants, sound.
↑↓ move · enter open · esc closetype to search every entry
Collected
05-20-2024
Reading
1 min
Family
#machine-learning · #python

Neural network from scratch

View source on GitHub

This learning-oriented Python library implements the core machinery needed to build and train neural networks while avoiding external dependencies except where numerical operations are necessary.

The point is understanding rather than abstraction: the repository exposes the underlying concepts and includes examples for composing a network with the library.

Related: Applied ML