Open Source Elixir Deep Learning Frameworks

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Elixir Deep Learning Frameworks

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Browse free open source Elixir Deep Learning Frameworks and projects below. Use the toggles on the left to filter open source Elixir Deep Learning Frameworks by OS, license, language, programming language, and project status.

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    Axon

    Axon

    Nx-powered Neural Networks

    Nx-powered Neural Networks for Elixir. Axon consists of the following components. Functional API – A low-level API of numerical definitions (defn) of which all other APIs build on. Model Creation API – A high-level model creation API which manages model initialization and application. Optimization API – An API for creating and using first-order optimization techniques based on the Optax library. Training API – An API for quickly training models, inspired by PyTorch Ignite. Axon provides abstractions that enable easy integration while maintaining a level of separation between each component. You should be able to use any of the APIs without dependencies on others. By decoupling the APIs, Axon gives you full control over each aspect of creating and training a neural network. At the lowest-level, Axon consists of a number of modules with functional implementations of common methods in deep learning.
    Downloads: 0 This Week
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