Shypd.aiThe largest open index of AI toolsMLDB is an open-source SQL database designed for machine learning, enabling users to store and explore data, train models, and expose them as APIs. It offers a unique SQL dialect for ML and high-efficiency data processing.
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MLDB is an open-source SQL database specifically engineered for machine learning applications. Developed by MLDB.ai, it allows users to install it as a command-line tool, run scripts, or interact via a RESTful API. Key functionalities include storing data, exploring it using a specialized SQL dialect, training machine learning models, and deploying these models as APIs. The database is designed for high efficiency in data loading, classical ML algorithm training, and prediction endpoints. It features a data model and type system optimized for ML, supporting nested structures, embeddings, and tensors. MLDB is extensible through C++, Python, and Javascript plugins, and is currently being rearchitected for a smaller core and broader deployment platforms, aiming to simplify the creation and deployment of ML solutions.
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