Python Scripts for CS357

Overview

This is a repository that collects useful Python scripts for studying and understanding the course materials of CS357: Numerical Methods at UIUC.

Please make sure that you fully understand the course materials and try to implement these yourselves first.

To run, simply use command

jupyter notebook

Name		Name	Last commit message	Last commit date
.gitignore		.gitignore
CS411_powerset_closure.ipynb		CS411_powerset_closure.ipynb
Google_matrix.ipynb		Google_matrix.ipynb
LICENSE		LICENSE
Markov.ipynb		Markov.ipynb
README.md		README.md
finite_difference_nd.ipynb		finite_difference_nd.ipynb
hall_of_fame.ipynb		hall_of_fame.ipynb
low_rank_approx.ipynb		low_rank_approx.ipynb
newton_1d_optimization.ipynb		newton_1d_optimization.ipynb
newton_nd_optimization_crude.ipynb		newton_nd_optimization_crude.ipynb
newton_solve_1d.ipynb		newton_solve_1d.ipynb
newton_solve_nd.ipynb		newton_solve_nd.ipynb
pca.ipynb		pca.ipynb
power_iteration.ipynb		power_iteration.ipynb
quiz5.ipynb		quiz5.ipynb
quiz6.ipynb		quiz6.ipynb
sparse.ipynb		sparse.ipynb
svd.ipynb		svd.ipynb
taylor.ipynb		taylor.ipynb