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Description

MindsDB is an Explainable AutoML framework for developers built on top of Pytorch. It enables you to build, train and test state of the art ML models in as simple as one line of code.

Programming language: Python
License: GNU General Public License v3.0 only
Latest version: v2.13.1

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README


MindsDB is an open-source AI layer for existing databases that allows you to effortlessly develop, train and deploy state-of-the-art machine learning models using SQL queries. Tweet

Predictive AI layer for existing databases

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Installation

  • Desktop:

    • Virtual Environment: We suggest you to run MindsDB on a virtual environment to avoid dependency issues. Make sure your Python version is >=3.6. To set up a virtual environment:
    • Create and activate venv: bash python -m venv venv source venv/bin/activate
    • Install MindsDB: bash pip install mindsdb
    • Run MindsDB: bash python -m mindsdb >Note: Python 64 bit version is required. Depending on your environment, you might have to use pip3 instead of pip, and python3.x instead of python in the above commands.*
    • Host Environment: You can use MindsDB on your own computer in under a minute, if you already have a python environment setup, just run the following command:
    • Install MindsDB: bash pip install mindsdb --user
    • Run MindsDB: bash python -m mindsdb

Note: Python 64 bit version is required. Depending on your environment, you might have to use pip3 instead of pip, and python3.x instead of python in the above commands.*

If for some reason this fail, don't worry, simply follow the complete installation instructions which will lead you through a more thorough procedure which should fix most issues.

  • Docker: If you would like to run it all in a container simply:
sh -c "$(curl -sSL https://raw.githubusercontent.com/mindsdb/mindsdb/stable/distributions/docker/build-docker.sh)"

MindsDB AI tables demo using MariaDB (Video tutorial)

Please click on the image below to load the tutorial:

Contributing

To contribute to mindsdb, please check out our Contribution guide.

Current contributors

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Report Issues

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

License


*Note that all licence references and agreements mentioned in the MindsDB README section above are relevant to that project's source code only.