sci v0.0.0

sci

Description

This project is intended to be a full featured math library written in javascript with support server and client side.

Note

This project is under active development. Interfaces are likely to change, a lot.

Roadmap

V1.0.0

• Matrix Addition
• Matrix Multiplication
• Matrix Transpose
• Matrix Inverse
• Cholesky Decomposition
• LU Factorization
• QR Factorization
• Eigenvalue Decomposition
• Singular Value Decomposition
• Principle Component Analysis
• Independent Component Analysis
• Vector Norms
• Matrix Norms
• Generation of Random Matrices

Beyond

• Support for glmatrix
• Machine Learning
  • Stochastic Gradient Descent
  • Activation Functions
• Extensions to:
  • https://github.com/karpathy/convnetjs
  • https://github.com/waylonflinn/weblas
  • Other math libraries
• Porting of https://github.com/JuliaOpt/Convex.jl