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@GitDataAI

GitData.AI

Automate Data Centric MLOps with Data Versioning and Lineage.
README.md

Welcome to GitData.AI!

- Automate Data Centric MLOps with Data Versioning and Lineage.

GitData.AI Architecture

GitData.AI is an open source team to build cost-effective at scale MLOps platforms which enable data engineering teams to automate complex pipelines with sophisticated data transformations deeply intertwined with the data itself.

We take the unique composable modular approach to build the entire MLOps platform:

  1. JZFS / JZDB: Git-like version control filesystem and database for data lineage tracking.
  2. JZFlow: Parallelized processing of multi-stage, language-agnostic pipelines with data versioning.

GitData.AI delivers the ultimate CI/CD/CT engine for MLOps.

Pinned Loading

  1. jiaozifs jiaozifs Public

    A Git-like version control file system for data lineage & data collaboration.

    Go 75 6

  2. jiaoziflow jiaoziflow Public

    pipeline for table data and media data proprocessing

    Rust 2 1

Repositories

Showing 9 of 9 repositories
  • docs Public

    The source for GitData.AI's documentation site of https://docs.gitdata.ai

    GitDataAI/docs’s past year of commit activity
    TypeScript 0 MIT 2 0 1 Updated Sep 28, 2024
  • jiaozifs Public

    A Git-like version control file system for data lineage & data collaboration.

    GitDataAI/jiaozifs’s past year of commit activity
    Go 75 6 10 0 Updated Sep 27, 2024
  • website Public

    The source for GitData.AI's website of https://gitdata.ai

    GitDataAI/website’s past year of commit activity
    CSS 5 MIT 2 2 0 Updated Sep 27, 2024
  • jiaozihub Public

    Version Control Computing Hub for Collaborative Data Science

    GitDataAI/jiaozihub’s past year of commit activity
    TypeScript 5 MIT 4 19 6 Updated Sep 27, 2024
  • jiaoziflow Public

    pipeline for table data and media data proprocessing

    GitDataAI/jiaoziflow’s past year of commit activity
    Rust 2 MIT 1 1 0 Updated Aug 30, 2024
  • .github Public
    GitDataAI/.github’s past year of commit activity
    0 0 0 0 Updated Aug 29, 2024
  • jiaozifs_client_py Public

    jiaozifs client for python

    GitDataAI/jiaozifs_client_py’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Mar 18, 2024
  • jz_dataloader Public

    implemete data loader for pytorch

    GitDataAI/jz_dataloader’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Mar 17, 2024
  • ipfs_chart Public
    GitDataAI/ipfs_chart’s past year of commit activity
    0 0 0 0 Updated Mar 15, 2024

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