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A minimal and clean implementation of machine learning algorithms.

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simpleai

is a little project from me where I try to implement machine learning algorithms only using numpy. I alwasy try to implement them as clean as possible to make them easy to understand.

Installation

  git clone https://github.com/GitInVisualStudio/simpleai
  cd simpleai
  pip3 install numpy
  python3 setup.py develop

Run examples

  python3 examples/nnet_mnist.py

Note

if you have suggestions for improvements please open an issue. I am trying my best, but I am still learning.

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A minimal and clean implementation of machine learning algorithms.

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