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A pedagogical implementation of Automatic Differation on multi-dimensional tensors.

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GPL-3.0 license
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KaunilD/tensor-autograd

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tensor_autograd

tensor_autograd

 
 

test

test

 
 

.gitignore

.gitignore

 
 

LICENSE

LICENSE

 
 

README.md

README.md

 
 

setup.py

setup.py

 
 

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Automatic Differentiation - [tensor_autograd]

A pedagogical implementation of Automatic Differentiation on multi-dimensional tensors.

Dependencies

  1. python 3.X
  2. Tensor Autograd uses packages included in standard distributions of python such as:
    1. os
    2. argparse
    3. sys
    4. setuptools (for installation)
    5. numpy as np :P

Installation

Install using python

$ cd tensor-autograd
$ python setup.py install

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A pedagogical implementation of Automatic Differation on multi-dimensional tensors.

Topics

deep-learning optimization automatic-differentiation autograd gradient-descent

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Readme

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GPL-3.0 license
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