https://github.com/frasiyav/BQN-grad

Backpropagation in BQN.
https://github.com/frasiyav/BQN-grad

auto-differentiation autograd bqn

Last synced: 6 months ago
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Backpropagation in BQN.

• Host: GitHub
• URL: https://github.com/frasiyav/BQN-grad
• Owner: frasiyav
• Created: 2022-08-29T21:11:06.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2022-08-29T21:14:28.000Z (about 3 years ago)
• Last Synced: 2024-08-04T00:12:00.838Z (about 1 year ago)
• Topics: auto-differentiation, autograd, bqn
• Homepage:
• Size: 2.93 KB
• Stars: 4
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# BQN-grad

An experiment implementing reverse-mode auto-differentiation, and a (very slow) neural network in [BQN](https://github.com/mlochbaum/BQN).

Inspired by [micrograd](https://github.com/karpathy/micrograd) and Andrej Karpathy's exellent [tutorial](https://www.youtube.com/watch?v=VMj-3S1tku0) on backpropagation.

The qmnist dataset used to test can be found [here](https://github.com/facebookresearch/qmnist).