oclrfc

OpenCL-based Random Forest Classifier


License
BSD-3-Clause
Install
pip install oclrfc==0.4.1

Documentation

oclrfc

cle meets sklearn

To see OpenCL-based Random Forest Classifiers in action, check out the demo-notebook. For optimal performance and classification quality, it is recommended to generate feature stacks that fit well to the the image data you would like to process.

Installation

You can install oclrfc via [pip]. Note: you also need pyopencl.

conda install pyopencl
pip install oclrfc

Contributing

Contributions are very welcome. Tests can be run with [tox], please ensure the coverage at least stays the same before you submit a pull request.

License

Distributed under the terms of the BSD-3 license, "oclrfc" is free and open source software

Issues

If you encounter any problems, please open a thread on image.sc along with a detailed description and tag @haesleinhuepf.