This is an implementation of a two layered feed-forward Neural Network. For more details and mathematical formulations please consider this blog.
The implementation is tested on Python 3.6.9. Install the required packgaes using pip3 install -r requirements.txt and run the Jupyter notebook NN_scratch.ipynb