Python - Introduction
- Basic Python programming techniques.
- The webpage: https://ishikawa-group.github.io/python_basic_tutorial/
Contents
Environment Setup and Python Basics
- Environment setup
- Variables and types
- list, tuple and dict
- if, for, and while statement
- print function
- File usage in Python
- Using libraries
Functions and Class
- Functions
- Class
- Numpy & Scipy
- Pandas
Plotting and machine Learning using scikit-learn
- Plot
- Machine learning
Generative Adversarial Networks (GANs)
- Neural network
- Generative adversarial network