ladin157 / notebooks

This is repo for personal notebooks

Notebooks

This is repo for personal notebooks

Contents

1. Autoencoder

• Vanilla AE
• Stacked AE
• CVAE

2. Convolutional Neural Network

• Basic CNN

3. Machine Learning Basic

• Machine Learning Algorithms
  • Linear Regression
  • Logistic Regression
• Mathematics for Machine Learning

4. Python Basic

• Python Basic
• Python Data structure
• Python OOP

5. Python Data Visualization

• Matplotlib
• Bokeh