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noway / yagrad Public

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yet another scalar autograd engine - featuring complex numbers and
fixed DAG

License

MIT license
18 stars 1 fork Branches Tags Activity
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noway/yagrad

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  * README
  * MIT license

yagrad - Yet Another Grad

 

Yet another scalar autograd engine based on micrograd.

Featuring

 

  * Complex numbers (for grad calculation)
  * Fixed DAG (no objects allocated during training)
  * Only 100 lines of code

Install

 

No installation required

Run

 

python train.py

Why

 

Educational purposes

Credits

 

  * micrograd
  * tinygrad
  * picograd
  * nanograd

About

yet another scalar autograd engine - featuring complex numbers and
fixed DAG

Topics

machine-learning neural-network autograd complex-numbers gradient 
gradient-descent backpropagation multilayer-perceptron micrograd 
tinygrad

Resources

Readme

License

MIT license
Activity

Stars

18 stars

Watchers

1 watching

Forks

1 fork
Report repository

Languages

  * Python 100.0%

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