annex

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A Deep Neural Network Framework for Elixir.

Annex is a framework for building and executing machine learning with deep neural networks in Elixir.

Installation

Annex is available on Hex

Annex can be installed by adding annex to your list of dependencies in mix.exs:

def deps do
  [
    {:annex, "~> 0.2.0"}
  ]
end

Features

Layers

• [x] Sequence
• [x] Dense
• [x] Activation
• [x] Dropout
• [ ] Convolution
• [ ] Pooling

Data Types (Backends)

• [ ] List1D (list of floats)
• [ ] List2D (list of lists of floats)
• [ ] DMatrix (Dense Matrix) dep

Extensions

AnnexMatrex

• 2D Annex.Data implementor that computes at native speed.
• Uses BLAS.
• Github: https://github.com/elbow-jason/annex_matrex/
• Dependency: https://github.com/versilov/matrex

Media

ElixirConf 2019 Annex Presentation by Jason Goldberger

• YouTube
• Elixir Forum