Frostday / Neural-Network-From-Scratch

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

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