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Project description

cougar

A python C-extension for rolling window aggregations. Try to support more methods than bottleneck and run faster than pandas. Currently this is only a weekend project, feel free to contribute.

Installation

pip install cougar

Usage

import numpy as np
import cougar as cg

arr = np.random.rand(1_000_000)
cg.rolling_mean(arr, 1_000)

Supported Methods

Method Time Complexity
sum O(1)
mean O(1)
min O(1)
max O(1)
argmin O(1)
argmax O(1)
rank O(log n)
quantile O(log n)

Benchmark

todo

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Release history Release notifications | RSS feed

0.5.13

0.5.12

0.5.11

0.5.10

0.5.9

0.5.8

0.5.6

0.5.5

0.5.4

0.5.3

0.5.2

0.5.1

0.5.0

0.4.5

0.4.4

0.4.3

This version

0.4.0

0.3.7

0.3.6

0.3.3

0.3.2

0.3.1

0.2.22

0.2.20

0.2.19

0.2.18

0.2.17

0.2.16

0.2.15

0.2.14

0.2.0

0.1.0

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