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DVC

37
70
+ 1
1
SVN (Subversion)

724
545
+ 1
41
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SVN (Subversion) vs DVC: What are the differences?

What is SVN (Subversion)? Enterprise-class centralized version control for the masses. Subversion exists to be universally recognized and adopted as an open-source, centralized version control system characterized by its reliability as a safe haven for valuable data; the simplicity of its model and usage; and its ability to support the needs of a wide variety of users and projects, from individuals to large-scale enterprise operations.

What is DVC? Open-source Version Control System for Machine Learning Projects. It is an open-source Version Control System for data science and machine learning projects. It is designed to handle large files, data sets, machine learning models, and metrics as well as code.

SVN (Subversion) and DVC belong to "Version Control System" category of the tech stack.

SVN (Subversion) and DVC are both open source tools. It seems that DVC with 4.43K GitHub stars and 398 forks on GitHub has more adoption than SVN (Subversion) with 352 GitHub stars and 129 GitHub forks.

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Pros of DVC
Pros of SVN (Subversion)
  • 1
    Full reproducibility
  • 19
    Easy to use
  • 13
    Simple code versioning
  • 4
    User/Access Management
  • 3
    Complicated code versionioning by Subversion
  • 2
    Free

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Cons of DVC
Cons of SVN (Subversion)
    Be the first to leave a con
    • 6
      Branching and tagging use tons of disk space

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    What is DVC?

    It is an open-source Version Control System for data science and machine learning projects. It is designed to handle large files, data sets, machine learning models, and metrics as well as code.

    What is SVN (Subversion)?

    Subversion exists to be universally recognized and adopted as an open-source, centralized version control system characterized by its reliability as a safe haven for valuable data; the simplicity of its model and usage; and its ability to support the needs of a wide variety of users and projects, from individuals to large-scale enterprise operations.

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    What companies use DVC?
    What companies use SVN (Subversion)?
    See which teams inside your own company are using DVC or SVN (Subversion).
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    What tools integrate with DVC?
    What tools integrate with SVN (Subversion)?

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    What are some alternatives to DVC and SVN (Subversion)?
    Pachyderm
    Pachyderm is an open source MapReduce engine that uses Docker containers for distributed computations.
    MLflow
    MLflow is an open source platform for managing the end-to-end machine learning lifecycle.
    Git
    Git is a free and open source distributed version control system designed to handle everything from small to very large projects with speed and efficiency.
    Mercurial
    Mercurial is dedicated to speed and efficiency with a sane user interface. It is written in Python. Mercurial's implementation and data structures are designed to be fast. You can generate diffs between revisions, or jump back in time within seconds.
    Plastic SCM
    Plastic SCM is a distributed version control designed for big projects. It excels on branching and merging, graphical user interfaces, and can also deal with large files and even file-locking (great for game devs). It includes "semantic" features like refactor detection to ease diffing complex refactors.
    See all alternatives