keras_intro

Keras beginner's practicing programmes.

According to the online video tutorial, video link

Contents

Basic

1. Linear Regression
2. Nonlinear Regression
3. MNIST Classification
4. MNIST Classification(Cross Entropy)
5. Dropout
6. Regulerization
7. Optmizer

Neural Network

1. CNN
2. RNN

Deep Learning from scratch

Example Programmes