GitHub

Matrix Tensor Factorization

How setup the environment

Recomended Method

  1. Run julia
  2. Add the package with pkg> add https://github.com/MPF-Optimization-Laboratory/MatrixTensorFactor.jl.git (use julia> ] to get to the package manager)
  3. Import with using MatrixTensorFactor

OR

In Browser

  1. Go to https://github.com/MPF-Optimization-Laboratory/MatrixTensorFactor.jl
  2. Click "<> Code" and press "+" to "Create a codespace on main". It make take a few moments to set up.
  3. Open the command palett with Ctrl+Shift+P (Windows) or Cmd+Shift+P (Mac)
  4. Enter >Julia: Start REPL
  5. In the REPL, resolve any dependency issues with pkg> resolve and pkg> instantiate (use julia> ] to get to the package manager). It may take a few minutes to download dependencies.

Run one of the example files by opening the file and pressing the triangular "run" button, or >Julia: Execute active File in REPL.

OR

On your own device

  1. Clone the repo at https://github.com/MPF-Optimization-Laboratory/MatrixTensorFactor.jl
  2. Navigate to the root of the repository in a terminal and run julia
  3. Activate the project with pkg> activate . (use julia> ] to get to the package manager)
  4. resolve any dependency issues with pkg> resolve

Importing the package

Type julia> using MatrixTensorFactor

Examples

smalldata: decomposes a subset of genomic data to identify gene profiles for learned cell types syntheticdata1d.jl: generate multiple mixtures of 3, 1d probability distributions syntheticdata2d.jl: generate multiple mixtures of 3, 2d probability distributions

MatrixTensorFactor

Defines the main factorization function nnmtf and related mathematical functions. See the full list of Exported Terms.

Index