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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.
  3. JZConsole: Intuitive visualization of directed acyclic graph (DAG) and aids with debugging and reproducibility.

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

Pinned Loading

  1. jzfs jzfs Public

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

    Go 74 6

  2. jzflow jzflow Public

    pipeline for table data and media data proprocessing

    Rust 2 1

  3. jzconsole jzconsole Public

    jzConsole is to visualize and interact with repositories, pipelines and Directed Acyclic Graphs (DAGs).

    TypeScript 6 4

Repositories

Showing 10 of 10 repositories
  • gitdataai-docs Public

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

    GitDataAI/gitdataai-docs’s past year of commit activity
    TypeScript 0 MIT 2 0 1 Updated Oct 20, 2024
  • jzconsole Public

    jzConsole is to visualize and interact with repositories, pipelines and Directed Acyclic Graphs (DAGs).

    GitDataAI/jzconsole’s past year of commit activity
    TypeScript 6 MIT 4 21 4 Updated Oct 19, 2024
  • .github Public
    GitDataAI/.github’s past year of commit activity
    0 0 0 0 Updated Oct 18, 2024
  • gitdataai-website Public

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

    GitDataAI/gitdataai-website’s past year of commit activity
    CSS 5 MIT 2 4 0 Updated Oct 17, 2024
  • jzfs Public

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

    GitDataAI/jzfs’s past year of commit activity
    Go 74 6 10 0 Updated Sep 27, 2024
  • jzfs-rs Public

    A Git-like version control file system for data lineage & data collaboration(Rust Implementation).

    GitDataAI/jzfs-rs’s past year of commit activity
    1 MIT 1 0 1 Updated Sep 14, 2024
  • jzflow Public

    pipeline for table data and media data proprocessing

    GitDataAI/jzflow’s past year of commit activity
    Rust 2 MIT 1 1 1 Updated Aug 30, 2024
  • jzfs-client-python Public

    jiaozifs client for python

    GitDataAI/jzfs-client-python’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Mar 18, 2024
  • jzfs-dataloader Public

    implemete data loader for pytorch

    GitDataAI/jzfs-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

People

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