Multilayer Perceptron
Implementation of MLP (multilayer perceptron) with numpy and PyTorch.
The goal of this is to better understand what ML-libraries such as PyTorch do in the background.
Installation:
$ git clone https://github.com/elmeriniemela/multilayer-perceptron.git$ cd multilayer-perceptron$ pip install -r requirements.txt
Usage:
- Plot the comparison fit:
$ python test_mlp.py - Run the automated tests:
$ python -m unittest -v test_mlp.TestMLP
Links:
- https://en.wikipedia.org/wiki/Multilayer_perceptron
- https://en.wikipedia.org/wiki/PyTorch
- https://en.wikipedia.org/wiki/NumPy
