https://github.com/h-ikeda/tensorex

Tensor calculations and matrix analysis.
https://github.com/h-ikeda/tensorex

analysis eigen eigenvalue eigenvalues eigenvector eigenvectors elixir hex matrices matrix numeric numerical numerics tensor vector vectors

Last synced: 2 months ago
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Tensor calculations and matrix analysis.

• Host: GitHub
• URL: https://github.com/h-ikeda/tensorex
• Owner: h-ikeda
• License: mit
• Created: 2020-11-12T02:50:35.000Z (over 4 years ago)
• Default Branch: main
• Last Pushed: 2023-05-10T20:59:11.000Z (about 2 years ago)
• Last Synced: 2025-03-13T22:34:56.528Z (3 months ago)
• Topics: analysis, eigen, eigenvalue, eigenvalues, eigenvector, eigenvectors, elixir, hex, matrices, matrix, numeric, numerical, numerics, tensor, vector, vectors
• Language: Elixir
• Homepage: https://hex.pm/packages/tensorex
• Size: 118 KB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md

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README

        
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# Tensorex

Tensor operations and matrix analysis.

## Installation

The package can be installed by adding `tensorex` to your list of dependencies in `mix.exs`:

```elixir

def deps do

  [

    {:tensorex, "~> 0.6.0"}

  ]

end

```

## Basic usage

```elixir

# Creates a 2-rank tensors

iex> tensor1 = Tensorex.from_list([[2, 3, 4], [ 3, -4,  5], [4, 5, 6]])

iex> tensor2 = Tensorex.from_list([[5, 6, 7], [-6,  7, -8], [7, 8, 9]])

# Adds two tensors

iex> Tensorex.Operator.add(tensor1, tensor2)

# Makes a dot product

iex> Tensorex.Operator.multiply(tensor1, tensor2, [{1, 0}])

# Finds a solution of linear algebra

iex> Tensorex.Analyzer.solve(tensor1, tensor2)

```

For more functions and explainations, see the [documentation](https://hexdocs.pm/tensorex).