Metadata-Version: 1.1
Name: numpy_groupies
Version: 0.9.13
Summary: Optimised tools for group-indexing operations: aggregated sum and more.
Home-page: https://github.com/ml31415/numpy-groupies
Author: @ml31415 and @d1manson
Author-email: npgroupies@occam.com.ua
License: BSD
Download-URL: https://github.com/ml31415/numpy-groupies/archive/master.zip
Description-Content-Type: UNKNOWN
Description: 
        This package consists of a couple of optimised tools for doing things that can roughly be 
        considered "group-indexing operations". The most prominent tool is `aggregate`.
        
        `aggregate` takes an array of values, and an array giving the group number for each of those 
        values. It then returns the sum (or mean, or std, or any, ...etc.) of the values in each group. 
        You have probably come across this idea before, using `matlab` accumarray, `pandas` groupby, 
        or generally MapReduce algorithms and histograms.
        
        There are different implementations of `aggregate` provided, based on plain `numpy`, `numba`
        and `weave`. Performance is a main concern, and so far we comfortably beat similar 
        implementations in other packages (check the benchmarks).
        
Keywords: accumarray,aggregate,groupby,grouping,indexing
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Science/Research
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
