Welcome to kwarray’s documentation!

The kwarray module implements a small set of pure-python extensions to numpy and torch along with a few select algorithms. Each module contains module level docstring that gives a rough idea of the utilities in each module, and each function or class itself contains a docstring with more details and examples.

KWarray is part of Kitware’s computer vision Python suite:

https://gitlab.kitware.com/computer-vision

Function Usefulness

Function name	Usefulness
kwarray.ensure_rng()	179
kwarray.ArrayAPI()	138
kwarray.atleast_nd()	36
kwarray.stats_dict()	30
kwarray.shuffle()	23
kwarray.group_indices()	19
kwarray.one_hot_embedding()	17
kwarray.isect_flags()	15
kwarray.Stitcher()	14
kwarray.SlidingWindow()	13
kwarray.DataFrameArray()	10
kwarray.embed_slice()	9
kwarray.normalize()	8
kwarray.seed_global()	7
kwarray.padded_slice()	6
kwarray.RunningStats()	5
kwarray.boolmask()	5
kwarray.DataFrameLight()	5
kwarray.group_consecutive()	4
kwarray.group_items()	4
kwarray.argmaxima()	3
kwarray.apply_grouping()	3
kwarray.mincost_assignment()	2
kwarray.maxvalue_assignment()	2
kwarray.dtype_info()	1

• kwarray package
  • Submodules
    • kwarray.algo_assignment module
    • kwarray.algo_setcover module
    • kwarray.arrayapi module
    • kwarray.dataframe_light module
    • kwarray.distributions module
    • kwarray.fast_rand module
    • kwarray.util_averages module
    • kwarray.util_groups module
    • kwarray.util_misc module
    • kwarray.util_numpy module
    • kwarray.util_random module
    • kwarray.util_robust module
    • kwarray.util_slices module
    • kwarray.util_slider module
    • kwarray.util_torch module
  • Module contents

Indices and tables

• Index

• Module Index