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@xorbitsai

Xorbits

Xorbits makes it easy to scale ML and DS workloads, from data loading to preprocessing, tuning, training, and model serving.
README.md

XorbitsAI

Xorbits makes it easy to scale ML and DS workloads, from data loading to preprocessing, tuning, training, and model serving.

Slack Twitter

  • xorbits: Scalable Python DS & ML, in an API compatible & lightning fast way.
  • xinference: a powerful and versatile library designed to serve language, speech recognition, and multimodal models.
  • xoscar: Python actor framework for heterogeneous computing.

Pinned

  1. xorbits Public

    Scalable Python DS & ML, in an API compatible & lightning fast way.

    Python 781 48

  2. inference Public

    Replace OpenAI GPT with another LLM in your app by changing a single line of code. Xinference gives you the freedom to use any LLM you need. With Xinference, you're empowered to run inference with …

    Python 655 44

  3. xoscar Public

    Python actor framework for heterogeneous computing.

    Python 33 10

  4. benchmarks Public

    Performance benchmarks that Xorbits vs other libraries.

    Python 8 2

  5. examples Public

    Xorbits Example Notebooks

    Jupyter Notebook 4 2

Repositories

  • xorbits Public

    Scalable Python DS & ML, in an API compatible & lightning fast way.

    Python 781 Apache-2.0 48 86 (14 issues need help) 15 Updated Aug 8, 2023
  • inference Public

    Replace OpenAI GPT with another LLM in your app by changing a single line of code. Xinference gives you the freedom to use any LLM you need. With Xinference, you're empowered to run inference with any open-source language models, speech recognition models, and multimodal models, whether in the cloud, on-premises, or even on your laptop.

    Python 655 Apache-2.0 44 56 (1 issue needs help) 5 Updated Aug 8, 2023
  • xoscar Public

    Python actor framework for heterogeneous computing.

    Python 33 Apache-2.0 10 10 5 Updated Aug 7, 2023
  • examples Public

    Xorbits Example Notebooks

    Jupyter Notebook 4 Apache-2.0 2 0 0 Updated Jul 21, 2023
  • .github Public
    0 0 0 0 Updated Jul 12, 2023
  • benchmarks Public

    Performance benchmarks that Xorbits vs other libraries.

    Python 8 Apache-2.0 2 0 1 Updated Jul 3, 2023
  • xoscar_ray Public

    Xoscar on Ray.

    Python 1 Apache-2.0 1 0 0 Updated Mar 14, 2023
  • mars Public archive

    Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

    Python 7 Apache-2.0 317 20 7 Updated Feb 8, 2023

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