https://github.com/ftes/nn_zero_to_hero_ex
Neural Networks (Andrej Karpathy): Zero to Hero in Elixir
https://github.com/ftes/nn_zero_to_hero_ex
Last synced: 6 months ago
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Neural Networks (Andrej Karpathy): Zero to Hero in Elixir
- Host: GitHub
- URL: https://github.com/ftes/nn_zero_to_hero_ex
- Owner: ftes
- Created: 2023-02-28T20:10:09.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2023-03-08T14:12:52.000Z (over 3 years ago)
- Last Synced: 2025-02-07T04:42:15.197Z (over 1 year ago)
- Size: 120 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Neural Networks: Zero to Hero (Elixir)
Elixir code for Andrej Karpathy's [Neural Networks: Zero to Hero](https://www.youtube.com/playlist?list=PLAqhIrjkxbuWI23v9cThsA9GvCAUhRvKZ) lecture playlist.
Translated from python/jupyter to more or less idiomatatic elixir/livebook.
Number | Title | Status
-------|-------|-------
1 | micrograd | ✅ finished
2 | makemore 1 | ✅ finished, ⚠️ performance issue, ⚠️ loss value higher than expected, ℹ️ good results using Axon
3 | makemore 2 | ✅ finished, ℹ️ using Axon instead of vanilla Nx
4 | makemore 3 | ❌ not started
5 | makemore 4 | ❌ not started
6 | makemore 5 | ❌ not started
7 | gpt | 🚧 in progress