mastercurves

mastercurves is a Python package for automatically superimposing data sets to create a master curve, using Gaussian process regression and maximum a posteriori estimation.

Citing

This package is based on the methodology outlined in A Data-Driven Method for Automated Data Superposition with Applications in Soft Matter Science. If you use this software, please cite this paper! You can use this BibTex citation:

@misc{https://doi.org/10.48550/arxiv.2204.09521,
    doi = {10.48550/ARXIV.2204.09521},
    url = {https://arxiv.org/abs/2204.09521},
    author = {Lennon, Kyle R. and McKinley, Gareth H. and Swan, James W.},
    title = {A Data-Driven Method for Automated Data Superposition with Applications in Soft Matter Science},
    publisher = {arXiv},
    year = {2022},
}

News

mastercurves is in the Python Package Index! You can now quickly install it using pip.

Installation

The easiest way to install and use this package is via pip:

$ pip install mastercurves

You can also use pip to download updates:

$ pip install mastercurves --upgrade

Contributing

Questions, comments, or suggestions can be raised as issues on GitHub or emailed directly to krlennon[at]mit.edu.