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 three alternatives to DVC for a variety of platforms, including Mac, Windows, Linux, Self-Hosted and Web-based apps. The best DVC alternative is git-annex, which is both free and Open Source. Other great apps like DVC are ArtiVC and lakeFS.

DVC iconDVC
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Data Version Control or DVC is an open-source tool for data science and machine learning projects. Key features:

More about DVC
More about DVC
DVC alternatives page was last updated Jul 7, 2022
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  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...

    License model

    • Free • Open Source

    Application type

    Country of Origin

    • US flagUnited States

    Platforms

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

    git-annex Features

    1.  Portable
    2.  Synchronization
    3.  File Storage
    4.  Folder Sync

    git-annex VS DVC

     

    • 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. 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.

    License model

    • Free • Open Source

    Country of Origin

    • TW flagTaiwan

    Platforms

    • Mac

    ArtiVC Features

    1.  File Versioning
    2.  No registration required
    3.  Command line interface
    4. Microsoft Azure icon  Azure integration
    5.  SSH
    6.  Support for Amazon S3
    7.  Local Storage
    8.  File Storage

    ArtiVC VS DVC

     
  4. 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.

    License model

    • Free • Open Source

    Application type

    Country of Origin

    • US flagUnited States

    Platforms

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

    lakeFS Features

    1.  File Versioning
    2.  Data-management

    lakeFS VS DVC

     
3 of 3 DVC alternatives