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Pedagogical codes developed for computational physics and data analysis as a part of the course - Computational Physics in University at Buffalo.
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Contains modules developed for various problems on the topic of :
- C++ and Python Routines : Array programming, Vectorization
- Data Aanlysis : Spectral analysis, Data fitting
- Data Science : K-Means clustering, Neural Networks, Regularization
- ODE and PDE solvers : problems explored on Maxwell's equations, Dynamical systems, Fluid Dynamics.
- Boudary Value Problems
- Monte Carlo methods : Ising model, Quantum Monte Carlo
- Video Game development : Turn based combat game without any graphics