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Leaf vs Polyaxon

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Leaf
21
42
+ 1
0
Polyaxon
11
65
+ 1
14
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Leaf vs Polyaxon: What are the differences?

Leaf: Machine learning framework in Rust. Leaf is a Machine Intelligence Framework engineered by software developers, not scientists. It was inspired by the brilliant people behind TensorFlow, Torch, Caffe, Rust and numerous research papers and brings modularity, performance and portability to deep learning. Leaf is lean and tries to introduce minimal technical debt to your stack; Polyaxon: An enterprise-grade open source platform for building, training, and monitoring large scale deep learning applications. An enterprise-grade open source platform for building, training, and monitoring large scale deep learning applications.

Leaf and Polyaxon can be primarily classified as "Machine Learning" tools.

Leaf is an open source tool with 5.4K GitHub stars and 270 GitHub forks. Here's a link to Leaf's open source repository on GitHub.

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Pros of Leaf
Pros of Polyaxon
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    • 2
      Cli
    • 2
      API
    • 2
      Streamlit integration
    • 2
      Python Client
    • 2
      Notebook integration
    • 2
      Tensorboard integration
    • 2
      VSCode integration

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    65
    69
    110
    5.6K
    269
    20y
    3.6K
    316
    6y

    What is Leaf?

    Leaf is a Machine Intelligence Framework engineered by software developers, not scientists. It was inspired by the brilliant people behind TensorFlow, Torch, Caffe, Rust and numerous research papers and brings modularity, performance and portability to deep learning. Leaf is lean and tries to introduce minimal technical debt to your stack.

    What is Polyaxon?

    An enterprise-grade open source platform for building, training, and monitoring large scale deep learning applications.

    Need advice about which tool to choose?Ask the StackShare community!

    Jobs that mention Leaf and Polyaxon as a desired skillset
    Machine Learning Engineer I
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    DreamPyTorchPython+3
    Staff Software Engineer, Ads Serving Platform
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    guidanceInfraDream+9
    Staff Machine Learning Engineer, Applied Science (Recommendation Systems)
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    DreamCollectScope+7
    Staff Machine Learning Engineer, Applied Science (Recommendation Systems)
    Pinterest
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    DreamCollectScope+7
    Staff Software Engineer, ML Training
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    PatternsInfraDream+12
    Senior Staff Machine Learning Engineer, Applied Science
    Pinterest
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    DreamCollectScope+7
    What companies use Leaf?
    What companies use Polyaxon?
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    What tools integrate with Leaf?
    What tools integrate with Polyaxon?

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    What are some alternatives to Leaf and Polyaxon?
    Leaflet
    Leaflet is an open source JavaScript library for mobile-friendly interactive maps. It is developed by Vladimir Agafonkin of MapBox with a team of dedicated contributors. Weighing just about 30 KB of gzipped JS code, it has all the features most developers ever need for online maps.
    Volt
    Volt is a ruby web framework where your ruby code runs on both the server and the client (via opal.) The DOM automatically update as the user interacts with the page. Page state can be stored in the URL, if the user hits a URL directly, the HTML will first be rendered on the server for faster load times and easier indexing by search engines.
    Postman
    It is the only complete API development environment, used by nearly five million developers and more than 100,000 companies worldwide.
    Postman
    It is the only complete API development environment, used by nearly five million developers and more than 100,000 companies worldwide.
    Stack Overflow
    Stack Overflow is a question and answer site for professional and enthusiast programmers. It's built and run by you as part of the Stack Exchange network of Q&A sites. With your help, we're working together to build a library of detailed answers to every question about programming.
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