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@GitDataAI

GitData.AI

Build and ship AI models on a single, collaborative platform: https://gitdata.ai .
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 Datasets Management in the Era of AI.

    Go 75 5

  2. jzflow jzflow Public

    Data centric pipeline for table data and media data

    Rust 2

Repositories

Showing 6 of 6 repositories
  • jzfs Public

    A Git-like Version Control File System for Datasets Management in the Era of AI.

    GitDataAI/jzfs’s past year of commit activity
    Go 75 5 10 0 Updated Oct 31, 2024
  • .github Public
    GitDataAI/.github’s past year of commit activity
    0 0 0 0 Updated Oct 18, 2024
  • jzflow Public

    Data centric pipeline for table data and media data

    GitDataAI/jzflow’s past year of commit activity
    Rust 2 MIT 0 1 0 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

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