hdcms 0.1.17

This package creates useful helper functions for python API

hdcms

This library is available on pypi here. Install using pip install hdcms.

A very simple example:

import hdcms as hdc

hdc.generate_examples(visualize=True)
gaussian_sum_stat = hdc.regex2stats1d(r"gaus_\d+.txt")
laplacian_sum_stat = hdc.regex2stats1d(r"laplace_\d+\.txt")

print(hdc.compare(gaussian_sum_stat, laplacian_sum_stat))
hdc.write_image(gaussian_sum_stat, "tmp.png")

This library is built on top of the hdcms-bindings package, which exposes python bindings to a C library. That bindings package contains only a few functions and lacks a nice user experience. But, if you are only interested in that, check it out.

For more documentation: see examples/ directory.

Dependencies

numpy is a necessary dependency for every function.

matplotlib and scipy are needed for generate_example(), which will generate a random synthetic data set.

opencv is required for write_image(), which will visualize summary statistics.

Change Log

0.1.17 Use matplotlib axes rather than my own
0.1.16 Bug fixes (text for x axis, names for regex2filenames)
0.1.15 Return image from write_image, rather than writing to file
0.1.14 Add new params to write_image
0.1.13 Add new params to write_image
0.1.12 Add params to write_image
0.1.11 Fix problems introduced by rename
0.1.10 Really rename (broken)
0.1.9 Rename, performance for visulize in 1D case (broken)
0.1.8 Add documentation