MindsDB
MindsDB serves as an open-source AI layer for databases, empowering users to seamlessly integrate machine learning capabilities directly into their projects. It allows for the creation, training, and testing of ML models, which can be published as virtual AI-Tables. By leveraging SQL for model manipulation and providing GPU acceleration, it enhances model training speed while maintaining database performance. Users can gain insights into model predictions through explainability features, visual tools, and what-if analyses, all while automating processes with the Lightwood AutoML library for custom Machine Learning solutions.
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