gamma_index - calculation of gamma index on multi-dimensional distributions
Project description
Small Python library for calculation of gamma index.
The module offers two functions:
- gamma_matrix
This function calculates gamma index in each point for two n-dimensional distributions (with a same shape). It is not very optimized, it’s O(n x n), where n is the total number of elements of the matrix. It takes minutes to calculate the 3-D matrix for 50x50x50 distribution.
- gamma_matrix_pass
This function returns a boolean matrix (passed / not passed) with optimized search only on a narrow neighbourhood of each point.
TODO
Prepare an optimized version of gamma_matrix based on layers
Add tests
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.