DVC AlternativesVersion Control Systems and other similar apps like DVC

DVC is described as 'Data Version Control or DVC is an open-source tool for data science and machine learning projects. Key features:' and is a Version Control system in the development category. There are four alternatives to DVC for a variety of platforms, including Mac, Windows, Linux, BSD and Self-Hosted apps. The best DVC alternative is git-annex, which is both free and Open Source. Other great apps like DVC are Git LFS, ArtiVC and lakeFS.

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Alternatives list

  1. git-annex icon

    git-annex

     31 likes
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    git-annex allows managing files with Git , without checking the file contents into git. While that may seem paradoxical, it is useful when dealing with files larger than git can currently easily handle, whether due to limitations in memory...

    8 git-annex alternatives

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    • Online
    • Android
    • BSD
    • Self-Hosted
    Browser UI: Getting Started
     

    • git-annex is the most popular Web-based, Windows, Android & Mac alternative to DVC.

    • git-annex is the most popular Open Source & free alternative to DVC.

    • git-annex is Free and Open SourceDVC is also Free and Open Source
  2. Git LFS icon

    Git LFS

     1 like
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    Git Large File Storage (LFS) replaces large files such as audio samples, videos, datasets, and graphics with text pointers inside Git, while storing the file contents on a remote server.

    Cost / License

    • Free
    • Open Source

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • BSD
    • FreeBSD
    • Git
     
  4. ArtiVC icon

    ArtiVC

     4 likes
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    ArtiVC (Artifact Version Control) is a handy command-line tool for data versioning on cloud storage. With only one command, it helps you neatly snapshot your data and switch data between versions. Even better, it seamlessly integrates your existing cloud environment.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
     
  5. lakeFS icon

    lakeFS

     3 likes
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    lakeFS is an open source data lake management and data versioning platform that transforms an object storage into a Git-like repository. It supports AWS S3, S3 compatibles data stores and well as some others.

    Cost / License

    • Free
    • Open Source

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • Self-Hosted
    lakeFS screenshot 1
     
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