Shypd.aiThe largest open index of AI toolsOxen is an open-source data version control system that simplifies managing large, structured and unstructured machine learning datasets. It makes versioning data as easy as versioning code, handling millions of files and terabytes of data efficiently.
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Oxen is a lightning-fast, open-source data version control system specifically designed for large machine learning datasets. It supports both structured and unstructured data, including images, audio, video, text, and tabular data like parquet files. The system aims to make data versioning as straightforward as code versioning, mirroring the interface of Git but optimized for the unique challenges of large datasets. Oxen can efficiently index and sync hundreds of thousands of files in seconds, scaling to terabytes of data. It offers a command-line interface, along with bindings for Rust and Python, and HTTP interfaces for easy integration into existing workflows. Key features include efficient indexing, handling of large files, native DataFrame processing, change tracking, and collaboration capabilities through an Oxen server.
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