A light-weight repository to compute Amplitude Phase distance between two functions
- Installation of this package is done in two steps. First, install the package using the following:
pip install git+https://github.com/kiranvad/Amplitude-Phase-Distance.git
- Now, install a Cython-based package called warping:
pip install git+https://github.com/kiranvad/warping.git
You should now be able to run the example
This package is intended to be used as a faster alternative to original works in fdasrsf-python.
If you used this package, please cite the original fdasrsf-python
package using the following:
@phdthesis{tucker2014functional,
title={Functional component analysis and regression using elastic methods},
author={Tucker, J Derek},
year={2014},
school={The Florida State University}
}
For applications in materials science-related problems, you can look at the following papers or repositories linked there:
-
Vaddi, Kiran, Huat Thart Chiang, and Lilo D. Pozzo. "Autonomous retrosynthesis of gold nanoparticles via spectral shape matching." Digital Discovery (2022).
-
Lachowski, Kacper J., et al. "Multivariate analysis of peptide-driven nucleation and growth of Au nanoparticles." Digital Discovery (2022).
-
Vaddi, Kiran, Karen Li, and Lilo D. Pozzo. "Metric geometry tools for automatic structure phase map generation." Digital Discovery 2.5 (2023): 1471-1483.