Shypd.aiThe largest open index of AI toolsSFrame is an open-source, scalable data-structure library for tabular and graph data, optimized for out-of-core data analysis and machine learning. It provides SFrame, SArray, and SGraph components for efficient data handling.
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SFrame is an open-source library that offers scalable tabular (SFrame, SArray) and graph (SGraph) data structures, specifically designed for out-of-core data analysis and machine learning tasks. It provides a robust solution for handling large datasets that exceed available memory. Key features include a scalable, column-compressed, disk-backed dataframe, support for strictly typed and weakly typed columns, as well as specialized types like Image. It also offers uniform support for missing data, query optimization, and lazy evaluation. SFrame includes both a C++ API (gl_sarray, gl_sframe, gl_sgraph) for direct native access and a Python API (SArray, SFrame, SGraph) for indirect access via an interprocess layer. While the repository is deprecated, its functionality has been integrated into Turi Create.
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