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DVC

37
70
+ 1
1
Pijul

9
19
+ 1
14
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Pijul vs DVC: What are the differences?

Developers describe Pijul as "A free and open source distributed version control system". Pijul is a free and open source (AGPL 3) distributed version control system. Its distinctive feature is to be based on a sound theory of patches, which makes it easy to learn and use, and really distributed. On the other hand, DVC is detailed as "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.

Pijul and DVC can be categorized as "Version Control System" tools.

DVC is an open source tool with 4.43K GitHub stars and 398 GitHub forks. Here's a link to DVC's open source repository on GitHub.

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Pros of DVC
Pros of Pijul
  • 1
    Full reproducibility
  • 6
    A VCS based on Category Theory? Awesome
  • 4
    Patch-based VCS
  • 2
    I like birds
  • 1
    Unrelated patches are commutative
  • 1
    The exact patch dependencies are tracked

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Cons of DVC
Cons of Pijul
    Be the first to leave a con
    • 1
      Lack of hosting options

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    - No public GitHub repository available -

    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 Pijul?

    Pijul is a free and open source (AGPL 3) distributed version control system. Its distinctive feature is to be based on a sound theory of patches, which makes it easy to learn and use, and really distributed.

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

    What companies use DVC?
    What companies use Pijul?
      No companies found
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      What tools integrate with DVC?
      What tools integrate with Pijul?
        No integrations found

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        What are some alternatives to DVC and Pijul?
        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.
        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.
        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.
        See all alternatives