SUFTware (Statistics Using Field Theory) provides a fast and lightweight Python implementation of Bayesian Field Theory algorithms for low-dimensional statistical inference. SUFTware currently supports the one-dimenstional density estimation algorithm DEFT. See the Documentation page for details on the SUFTware API.
Installation : pip install suftware
Requirements
- Python >= 3.6.2 or Python = 2.7.10
- numpy >= 1.10.1
- scipy >= 1.0.0
- matplotlib >= 2.0.0
- pandas >= 0.20.3
- Documentation: "http://suftware.readthedocs.org"
- Github: "https://github.com/jbkinney/suftware"
- PyPI: "https://pypi.python.org/pypi/suftware"