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
Media
ElixirConf 2019 Annex Presentation by Jason Goldberger