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Apache SINGA

Train, develop, deploy, and evaluate deep learning models with customizability.

Apache SINGA functions as a distributed deep learning library designed specifically for training complex machine learning models across multiple systems. It supports various domain-specific frameworks particularly useful for applications within healthcare and scientific research fields. The system allows trained models to be queried directly from relational database management systems without requiring additional intermediate steps. This approach suits data scientists and researchers who require efficient handling of large-scale datasets.

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