https://github.com/sn2606/scicomp

A library of implementations of Numerical Methods; explores applications of Data Structures and Algorithms.
https://github.com/sn2606/scicomp

algorithms c crout-method doolittle-method gauss-jordan-elimination linear-algebra numerical-methods numerical-recipes statistics strassen-algorithm

Last synced: 27 days ago
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A library of implementations of Numerical Methods; explores applications of Data Structures and Algorithms.

• Host: GitHub
• URL: https://github.com/sn2606/scicomp
• Owner: sn2606
• Created: 2020-08-14T17:51:32.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-10-28T12:39:59.000Z (about 4 years ago)
• Last Synced: 2024-04-17T22:55:36.331Z (8 months ago)
• Topics: algorithms, c, crout-method, doolittle-method, gauss-jordan-elimination, linear-algebra, numerical-methods, numerical-recipes, statistics, strassen-algorithm
• Language: C
• Homepage:
• Size: 19.6 MB
• Stars: 4
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# SciComp

Scientific Computation library in C, focusing on 2 modules - Linear Algebra and Statistics

## Reference : 

Numerical Recipes in C, The Art of Scientific Computing (Second Edition);

Numerical Recipes, The Art of Scientific Computing (Third Edition)

William H. Press, 

Saul A. Teukolsky, 

William T. Vellerling, 

Brian P. Flannery, 

## Guidelines :

Complex ADT, Vector ADT, Matrix ADT - some utility functions put together

Input - all data that can be used for testing

Input Program - program that can be used to generate input

Testing - header files and processor-timing programs that can be used to generate output

Results - CSV files and jupyter notebook containing the results of testing

Linear Algebra - Has methods like crout's, doolittle's algorithm, strassen's algorithm, Gauss Jordan method

Statistics - Has correlation, moments of distribution so far