modelcomp is a python package that helps you compare between machine learning models' performance on your dataset. It was originally developed for a microbiome research at Borenstein Lab, Tel Aviv University.
Thanks to Alpha program for making this happen.
modelcomp currently supports Python 3.6+.
Check out the reqs file for additional package requirements.
The latest stable release (and required dependencies) can be installed from PyPI:
pip install modelcomp
The current version (0.0.1a1) is the version used in the research, and thus all pre-0.0.1 versions are very unstable and may be subject to backwards incompatible changes.
Anaconda support coming soon!
Feel free to report an issue in the package repository.
An appendix with the dataset used, results & module is available at modelcomp-appendix.