PyTorch Alternatives

PyTorch is described as 'Enables fast, flexible experimentation and efficient production through a hybrid front-end, distributed training, and ecosystem of tools and libraries' and is an app in the development category. There are more than 10 alternatives to PyTorch for a variety of platforms, including Mac, Windows, Linux, Python and BSD apps. The best PyTorch alternative is TensorFlow, which is both free and Open Source. Other great apps like PyTorch are tinygrad, micrograd, PyCaret and SmartPredict.

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PyTorch alternatives page was last updated

Alternatives list

  1. TensorFlow icon
     23 likes
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    TensorFlow is an open source software library for machine learning in various kinds of perceptual and language understanding tasks.

    Cost / License

    Platforms

    • Mac
    • Linux
    • Windows
    • Python
     
    • TensorFlow is the most popular Windows, Mac & Linux alternative to PyTorch.

    • TensorFlow is the most popular Open Source & free alternative to PyTorch.

    • TensorFlow is Free and Open SourcePyTorch is also Free and Open Source
  2. tinygrad icon
     5 likes
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    This may not be the best deep learning framework, but it is a deep learning framework.

    Cost / License

    • Free
    • Open Source (MIT)

    Platforms

    • Mac
    • Windows
    • Linux
    • BSD
    • Python
     
  3.  1 like
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    A tiny Autograd engine (with a bite! :)). Implements backpropagation (reverse-mode autodiff) over a dynamically built DAG and a small neural networks library on top of it with a PyTorch-like API. Both are tiny, with about 100 and 50 lines of code respectively.

    Cost / License

    • Free
    • Open Source (MIT)

    Platforms

    • BSD
    • Linux
    • Mac
    • Windows
    • Python
     
  4. PyCaret icon
     1 like
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    PyCaret is an open source low-code machine learning library in Python that aims to reduce the hypothesis to insights cycle time in a ML experiment. It enables data scientists to perform end-to-end experiments quickly and efficiently.

    Cost / License

    • Free
    • Open Source (MIT)

    Platforms

    • Mac
    • Windows
    • Linux
    • Python
     
  5. SmartPredict icon
     6 likes
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    An automated AI platform, based on AutoML 2.0, for designing AI projects in a simpler and customizable way. Become agile, save yourself from staff and hardware worries, and skyrocket your business quickly.

    Cost / License

    • Freemium (Pay once)
    • Proprietary

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • Online
    • Chrome OS
    • Software as a Service (SaaS)
     
    • SmartPredict is the most popular Web-based & SaaS alternative to PyTorch.

    • SmartPredict is Freemium and ProprietaryPyTorch is Free and Open Source
  6. ZETIC.ai icon
     1 like
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    ZETIC.ai is an on-device AI solution using NPUs to run AI models directly on mobile devices. It supports various SoC NPUs, providing optimized AI models and easy implementation across platforms like Android, iOS, and Windows.

    Cost / License

    Platforms

    • Self-Hosted
     
    • ZETIC.ai is the most popular Self-Hosted alternative to PyTorch.

    • ZETIC.ai is Free Personal and ProprietaryPyTorch is Free and Open Source
  7. Copy a direct link to this comment to your clipboard

    Eclipse Deeplearning4j is the first commercial-grade, open-source, distributed deep-learning library written for Java and Scala. Integrated with Hadoop and Apache Spark, DL4J brings AI to business environments for use on distributed GPUs and CPUs.

    Cost / License

    Platforms

    • Mac
    • Windows
    • Linux
    • Java
     
  8. MXNet icon
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    MXNet is a deep learning framework designed for both efficiency and flexibility. It allows you to mix symbolic and imperative programming to maximize efficiency and productivity. At its core, MXNet contains a dynamic dependency scheduler that automatically parallelizes both...

    Cost / License

    Platforms

    • Mac
    • Windows
    • Linux
     
  9. Copy a direct link to this comment to your clipboard

    TorchStudio is an open source software created by Robin Lobel, also the creator of the audio editing software Steinberg SpectraLayers.

    Cost / License

    • Free
    • Open Source (MIT)

    Platforms

    • Mac
    • Windows
    • Linux
     
  10. JS-Torch icon
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    JS-Torch is a Deep Learning JavaScript library built from scratch, to closely follow PyTorch's syntax.

    Cost / License

    • Free
    • Open Source (MIT)

    Platforms

    • Self-Hosted
    • JavaScript
     
  11. SerpentAI icon
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    Serpent.AI is a simple yet powerful, novel framework to assist developers in the creation of game agents. Turn ANY video game you own into a sandbox environment ripe for experimentation, all with familiar Python code.

    Cost / License

    • Free
    • Open Source (MIT)

    Platforms

    • Mac
    • Windows
    • Linux
     
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