https://github.com/pklatka/computational-methods-course

Solutions for computational methods course at AGH UST.
https://github.com/pklatka/computational-methods-course

Last synced: 8 days ago
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Solutions for computational methods course at AGH UST.

• Host: GitHub
• URL: https://github.com/pklatka/computational-methods-course
• Owner: pklatka
• Created: 2023-03-19T22:32:12.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2023-10-03T08:28:52.000Z (over 1 year ago)
• Last Synced: 2023-10-03T20:00:07.032Z (over 1 year ago)
• Language: Jupyter Notebook
• Size: 74.1 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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# Computational methods course

This repository contains solutions for computational methods course at AGH UST. Every task is in a separate folder. Solutions were written using Python. Each folder contains a task description in Polish.

## Tasks

- [lab1](https://github.com/pklatka/computational-methods-course/tree/main/Lab%2001): computer arithmetic, floating point numbers, errors

- [lab2](https://github.com/pklatka/computational-methods-course/tree/main/Lab%2002): linear equations, Gauss-Jordan elimination, LU decomposition, least squares method, determining currents in a circuit

- [lab3](https://github.com/pklatka/computational-methods-course/tree/main/Lab%2003): root finding methods: bisection, Newton, secant.

- [lab4](https://github.com/pklatka/computational-methods-course/tree/main/Lab%2004): simulated annealing

- [lab5](https://github.com/pklatka/computational-methods-course/tree/main/Lab%2005): Singular Value Decomposition

- [lab6](https://github.com/pklatka/computational-methods-course/tree/main/Lab%2006): search engine using SVD

- [lab7](https://github.com/pklatka/computational-methods-course/tree/main/Lab%2007): spectral decomposition

- [lab8](https://github.com/pklatka/computational-methods-course/tree/main/Lab%2008): PageRank algorithm

- [lab9](https://github.com/pklatka/computational-methods-course/tree/main/Lab%2009): OCR using Fourier transform

- [lab10](https://github.com/pklatka/computational-methods-course/tree/main/Lab%2010): DFT, FFT

- [lab11](https://github.com/pklatka/computational-methods-course/tree/main/Lab%2011): QR decomposition

- [lab12](https://github.com/pklatka/computational-methods-course/tree/main/Lab%2012): numerical integration

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