My notes on Algorithms and Computational Physics, use Python 3 as the programming language for demonstrating.
This is a long-term plan.
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.
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Introduces the computational methods for various physical models, encompassing a broad spectrum of fundamental topics.
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Data Manipulation and Analysis
Showcase the techniques and algorithms for manipulating and analyzing data.
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Computational Probability and Statistics
Shows both the basic principles of probability and statistics along with corresponding practical demonstrations.
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A concise approach to deep learning, achieved by Torch.
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More is different!
E-mail: LukeNiu@outlook.com
Thank you for your visit.
Sincerely,
Lu Niu
Enjoy it!
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