This is the Linux app named Axon whose latest release can be downloaded as v0.5.1.zip. It can be run online in the free hosting provider OnWorks for workstations.
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Axon
DESCRIPTION
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.
Features
- Model parameter initialization functions
- Element-wise activation functions
- Common loss functions
- Training metrics such as accuracy, absolute error, precision, etc.
- Common deep learning layer implementations
- Axon provides abstractions that enable easy integration
Programming Language
Elixir
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/axon.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
