LeCun 1989 Repro. Running a landmark 1989 neural network experiment on modern computers.

github.com/karpathy/lecun1989-repro

Vaya's read on this project

Problem, audience, market, and the verdict — sign in to see it.

Updates

March 2022
  • Merge pull request #5 from BioGeek/literal_asterisks
  • Escape asterisks in Markdown with backslash
  • improve on using time travel knowledge
  • fix the indentation because ocd is killing me
  • add teaser image to repo
  • keep track of model complexity: params, MACs, activations
  • refactor the init out into a helper function
  • i am having weird issues with reproducibility, getting slightly diffe…
  • add jupyter notebook showing the misprediction examples
  • sequester script code and save model to disk
  • Merge pull request #1 from oz1127/patch-1
  • Update README.md
  • rename train to repro, so we can repro after prepro lolol
  • switch to tensorboardX because tensorboard doesn't seem to install pr…
  • clarify the computational setup
  • small tweaks to docs
  • first pass at repro
  • Initial commit