https://github.com/voidkeishi/computational-science

This repository contains implementations of algorithms from the course "Computational Science" at HUST
https://github.com/voidkeishi/computational-science

computational-science numpy python

Last synced: 10 months ago
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This repository contains implementations of algorithms from the course "Computational Science" at HUST

• Host: GitHub
• URL: https://github.com/voidkeishi/computational-science
• Owner: VoidKeishi
• Created: 2023-07-05T16:51:31.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-09-14T04:46:25.000Z (over 2 years ago)
• Last Synced: 2025-02-14T12:53:49.140Z (12 months ago)
• Topics: computational-science, numpy, python
• Language: Python
• Homepage:
• Size: 16.6 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Computational-Science

This repository contains implementations of algorithms from the course "Computational Science" at HUST

## List of problems

- Linear equation system

  - Solve linear equation system using Gaussian elimination

- Nonlinear equation

  - Solve nonlinear equation using Newton's method  

- Interpolation

  - Lagrange interpolation

  - Spline interpolation  

- Regression

  - Linear regression

  - Polynomial regression

- Differential equation

  - Solve differential equation using Euler's method

  - Solve differential equation using Runge-Kutta method

- Approximate derivative and integral  

- Unconstrained optimization

- Linear programming