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A simple website that enables user to perform matrix based calculations.

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codevardhan/math-app

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Matrix Calculator WebApp

This WebApp is developed by S4 Students for their Mathematics for Intelligent Systems - 4 Group Project which supports matrix operations of up to 10x10 size for the following.

Expected Matrix Operations

Basic Operations:

  • Classify
  • Addition
  • Subtraction
  • Multiplication
  • Division
  • Normalization
  • Transpose
  • Inverse
  • Column space
  • Row space
  • Orthonormalization (Gram Schmidt)

Advanced Operations:

  • Fourier matrix and dft
  • The Kroncker product
  • Toeplitz matrix
  • Graph Laplacian Matrix
  • SVD
  • Clustering by Kmeans
  • Distance Matrix
  • Sherman Morisson
  • Kalmann filter

Optimization Operations:

  • ADMM

Requirements

  • sympy
  • flask
  • numpy

Usage and Local Deployment

This app requires docker engine, docker-compose and git installed on the local machine to build and run.

Use the following steps for local deployment:

git clone https://github.com/codevardhan/math-app.git
cd math-app
docker-compose build
docker-compose up -d

Then, visit http://0.0.0.0:8080/ to see the web app in action!

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A simple website that enables user to perform matrix based calculations.

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python flask numpy scikit-learn pandas

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