Implementation of some machine learning algorithms in Python. The goal is to code these algorithms from scratch to have a better grasp of how they work.
Work in progress. Implemented at the moment:
- Deep Learning
- MLP: Fully connected neural nets
Kudos to https://github.com/hedstroem for the big brain help.
ml-algorithms
│ README.md
│ requirements.txt
│
└─── deep_learning
│ neural_network.py: main code
│ activation_functions.py
│ initializers.py
│ layers.py
│ losses.py
| optimizers.py
| util.py
└─── examples
│ neural_net.py