Neural network with momentum and batchnorm

Pure Numpy implementation of MNIST classification task. This implementation includes automatic MNIST dataset loading and preparing script.

How it use?

python main.py

Or use notebook:

If you have any further questions or suggestions, please, do not hesitate to contact by email at a.sadenov@gmail.com.

MIT

Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
data		data
models		models
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
activations.py		activations.py
batchnorm.py		batchnorm.py
demo.ipynb		demo.ipynb
main.py		main.py
mlp.py		mlp.py
mnist.py		mnist.py