FluxML Model Zoo is a collection of demonstration models built with the Flux machine learning library in Julia. The repository provides ready-to-run implementations across multiple domains, including computer vision, natural language processing, and reinforcement learning. Each model is organized into its own project folder with pinned package versions, ensuring reproducibility and stability. The examples serve both as educational tools for learning Flux and as practical starting points for building new models. GPU acceleration is supported for most models through CUDA integration, enabling efficient training on compatible hardware. With community contributions encouraged, the Model Zoo acts as a hub for sharing and exploring diverse machine learning applications in Julia.

Features

  • Ready-to-use example models for vision, text, and reinforcement learning
  • Organized by domain with reproducible Julia project files
  • Supports GPU acceleration via CUDA integration
  • Clean and minimal code examples for easy adaptation
  • Gitpod support for running models in an online IDE
  • Open for community contributions of new models and documentation

Project Samples

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Categories

Machine Learning

License

MIT License

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Additional Project Details

Programming Language

Julia

Related Categories

Julia Machine Learning Software

Registered

2025-10-02