deepLearning

This repo. holds the basic theory, codes and projects on deep learning techniques applied to domains like analytics, NLP and CV.

Current topics include notes on ANN, CNN and RNN along with their implementation in Keras -

Base

• Perceptron
• T-SNE embedding visualization

ANN

• Multi-layer perceptron on Fashion MNIST
• Hyper-parameter optimization techniques

CNN

• CNN on CIFAR-10 with each layer filter's visualization