Neural Network From Scratch

Multiple types of neural networks hardcoded in Python from scratch without using any framework to understand their fundamental functioning.

Artificial Neural Network

Reference - https://towardsdatascience.com/neural-networks-from-scratch-easy-vs-hard-b26ddc2e89c7

• The dataset used is the sklearn digits datasets which consists of 1797 number images of resolution 8x8.

• The Neural Network model used can be seen below.

• Results

After 1000 epochs

Loss	Train Accuracy	Test Accuracy
0.00213	99.87	98.33

Coming soon

• CNNs