MindsDB 2.50.0

MindsDB server, provides server capabilities to mindsdb native python library

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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.

Machine Learning in Database using SQL

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

• Getting started
• Install MindsDB
  • Docker
  • Linux
  • Windows
  • MacOS
  • From source
• Tutorials
  • AI Tables in MariaDB
  • AI Tables in ClickHouse
  • AI Tables in MySQL
  • AI Tables in PostgreSQL
  • AI Tables in Microsoft SQL Server

Integrations

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

Connect your Data

:question: :wave: Missing integration?

Contributing

• To contribute to MindsDB, please check out Contribution docs.
• Welcome to our awesome community, please check out Community docs.

Current contributors

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Report Issues

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

License

• MindsDB License