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.
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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. 
Predictive AI layer for existing databases
Try it out
- Installing MindsDB
- AI Tables
- Learning from Examples
- MindsDB Explainability GUI
- Frequently Asked Questions
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 usepip3instead ofpip, andpython3.xinstead ofpythonin 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
pip3instead ofpip, andpython3.xinstead ofpythonin 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.