https://github.com/charlieroth/makemore

An autoregressive bigram character-level language model in Elixir
https://github.com/charlieroth/makemore

Last synced: over 1 year ago
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An autoregressive bigram character-level language model in Elixir

• Host: GitHub
• URL: https://github.com/charlieroth/makemore
• Owner: charlieroth
• Created: 2024-01-03T20:10:13.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2024-01-08T18:23:03.000Z (over 2 years ago)
• Last Synced: 2025-03-26T10:50:41.199Z (over 1 year ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 482 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# makemore

An Elixir implementation of "an autoregressive bigram character-level language model"

Following Andrej Karpathy's 'Building makemore' series on YouTube:

* [Part 1: Intro](https://www.youtube.com/watch?v=PaCmpygFfXo)

* [Part 2: MLP](https://www.youtube.com/watch?v=TCH_1BHY58I)

* [Part 3: Activations & Gradients, BatchNorm](https://www.youtube.com/watch?v=P6sfmUTpUmc) 

* [Part 4: Becoming a Backprop Ninja](https://www.youtube.com/watch?v=q8SA3rM6ckI)

* [Part 5: Building a WaveNet](https://www.youtube.com/watch?v=t3YJ5hKiMQ0)