photonico/computational_physics_topics

:notes: My lecture on Quantum Physics including some Classical Physics with the applications by Python Language.

Computational Physics

About this repository

My notes on Algorithms and Computational Physics, use Python 3 as the programming language for demonstrating.

This is a long-term plan.

How to use

I strongly suggest cloning this repository to your computer and VSCode with the extension Python, extension Jupyter, and extension Markdown All in One. Other Jupyter Editors are also recommended.

Given the abundance of comprehensive tutorials available on the basics of Python and NumPy, this lecture will not introduce them.

Contents

• Computational Physics

  Introduces the computational methods for various physical models, encompassing a broad spectrum of fundamental topics.

• Data Manipulation and Analysis

  Showcase the techniques and algorithms for manipulating and analyzing data.

• Computational Probability and Statistics

  Shows both the basic principles of probability and statistics along with corresponding practical demonstrations.

• Deep Learning

  A concise approach to deep learning, achieved by Torch.

• Sundries

  More is different!

Contact me

E-mail: [email protected]

Acknowledge

Thank you for your visit.

Sincerely,
Lu Niu

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Enjoy it!
✿✿ヽ(°▽°)ノ✿✿