Computational Physics

Welcome to computational physics! This is the repository with the syllabus, problem sets, and lectures. Other useful links:

JupyterBook
This repository official location
Course lecture recordings
UC Blackboard (look for meta_schreihf_2962 (Meta 18FS-Full) TOPICS IN PHYSICS (001))
My public blog, ISciNumPy

Installing

To install, download and install miniconda then:

conda env create
conda activate compclass

Topics and links

These links open a static nbviewer. You can also open binder by clicking - this may take quite a while to load the first time someone clicks it after a new commit to the repository.

Week 1
- Introduction
- Basics of Programming
Week 2
- Object Oriented Programming
- Error Accumulation
Week 3
Week 4
- Random Numbers
- Monte Carlo
  • Random Walk
- Projects
  • IPython Magics
Week 5
- Integration rules
  • Notes
- Monte Carlo Integration
  • Notes
- Numerical Differentiation
Week 6
- Vectorization
  • Notes
- Linear Algebra
  • String masses:
  Classic
  • Final
  • Sympy
- Linear Regression
  • Spline Fit
Week 7
- Structured tabular data
  • worksheet
- Histograms and Cuts
Week 8
Week 9
Week 10
Week 11: Fourier Series
- Fourier Series
- Fast Fourier Transform
Week 12: Assorted topics
Week 13: Review
- Review
Week 14
Optional
- Overview of Python
- Python 3 vs. Python 2

Badges

Extracted from project README

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