xorbitsai/xorbits
Open-source distributed computing framework that scales Python data science and ML workloads from single machines to thousands of nodes.
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Xorbits is a scalable Python computing framework targeting data science and ML workflows. It provides drop-in compatibility with pandas, NumPy, and popular ML libraries while enabling distribution across GPUs and multi-node clusters. The framework handles data preprocessing, model training, and model serving at scale without requiring deep infrastructure knowledge.
Frequently asked
- What is xorbitsai/xorbits?
- Open-source distributed computing framework that scales Python data science and ML workloads from single machines to thousands of nodes.
- Is xorbits open source?
- Yes — xorbitsai/xorbits is open source, released under the Apache-2.0 license.
- What language is xorbits written in?
- xorbitsai/xorbits is primarily written in Python.
- How popular is xorbits?
- xorbitsai/xorbits has 1.2k stars on GitHub.
- Where can I find xorbits?
- xorbitsai/xorbits is on GitHub at https://github.com/xorbitsai/xorbits.