/karoo_gp

A Genetic Programming platform for Python with TensorFlow for wicked-fast CPU and GPU support.

Primary LanguagePythonOtherNOASSERTION

Karoo GP

Karoo GP is an evolutionary algorithm, a genetic programming application suite written in Python which supports both symbolic regression and classification data analysis. It is ready to work with your datasets, is multicore and GPU enabled by means of the powerful library TensorFlow. The packge includes a Desktop application with an intuitive user interface, and a Server application which supports fully scripted runs. Output is automatically archived. Batteries included. No programming required.

For an interesting read on scalar vs vector, and CPU vs GPU performanc with Karoo GP: https://arxiv.org/abs/1708.03157

Be certain to read the User Guide!!!

Learn more at kstaats.github.io/karoo_gp/ ...