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MindsDB

MindsDB is an open-source predictive layer for existing databases that enables rapid prototyping & deployment of ML Models from your database. Significantly reducing the time and cost of machine learning workflows. Tweet

Machine Learning in Database using SQL

MindsDB

Features

  • Prototype AutoML. With MindsDB built-in Automated Machine Learning you can quickly generate the right machine learning model.
  • Model Tune(JSON AI). Optimize the model quickly and easily through the auto-generated JSON-type configuration file.
  • Bring your own models. Build your models in any framework and import into MindsDB
  • AI Tables. Move your models instantly to production, reduce resources, and overhead costs with AI Tables that deliver the results as database tables.
  • Explainable AI. Use MindsDB Studio to interpret predictions made by the model. Identify potential data biases, evaluate and visualize model accuracy using the Explainable AI.

Try it out

Integrations

AI Tables - Get the predictions you need as simple tables in your database.

Connect your Data
Connect MongoDB
Connect MySQL
Connect PostgreSQL
Connect MariaDB
Connect MongoDB
Connect Snowflake
Connect Clickhouse
Connect Cassandra
Connect Redis
Connect SQL Server
Connect Singlestore

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Contributing

Current contributors

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Report Issues

Please help us by reporting any issues you may have while using MindsDB.

License