(see the blog list here)
Welcome to the "Computational Methods in Physics" GitHub repository! This repository serves as a comprehensive resource for learning and applying computational methods in the field of physics. Whether you are new to programming or an experienced physicist, this repository offers a collection of Jupyter notebooks to help you get started with Python for physics and explore advanced simulation projects in C++.
The repository is organized into the following sections:
| Lecture No. | Title | Medium |
|---|---|---|
| 1. | Introduction to Python |  |
| 2. | Functions and Operations | |
| 3. | Getting started with NumPy | |
| 4. | Mathematical Operations in NumPy | |
| 5. | Plotting and Data Visualization | |
| 6. | SciPy and Numerical Techniques | |
| 7. | Integrals and Derivatives | |
| 8. | Interpolation | |
| 9. | Fourier Transform | |
| 10. | Random Numbers | |
| 11. | Introduction to Data Analysis | |
| 12. | Bayes Theorem | |
| 13. | Optimization | |
| 14. | ODE Euler Method | |
| 15. | ODE Predictor Corrector and RK4 | |
| 16. | ODE Python package | |
| 17. | PDE - Laplace Equation | |
| 18. | PDE - Heat Equation | |
| 19. | PDE - Wave Equation | |
| 20. | Ising Model | |
| 21. | Schrodinger Equation | |
Contributions to this repository are welcome! If you have any suggestions, bug fixes, or additional notebooks that you would like to contribute, please follow these steps:
-
Fork the repository to your GitHub account.
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Create a new branch for your contribution:
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Make your changes and commit them:
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Push the changes to your forked repository:
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Open a pull request on the main repository. Provide a clear description of your contribution, including the purpose and any relevant details.
Please ensure that your contributions align with the goals and themes of this repository. We appreciate your efforts in enhancing the learning experience for the community.
The contents of this repository are licensed under the MIT License. You are free to use, modify, and distribute the code and notebooks as per the terms of the license.
If you have any questions, suggestions, or feedback, please feel free to reach out to the repository maintainer.
Happy coding and happy exploring the world of computational methods in physics!