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A lib to implement sliding window with overlapping on numpy array

Project description

A python package to run sliding window with overlapping on numpy array

### Status
[![Build Status](https://travis-ci.org/imravishar/sliding_window.svg?branch=master)](https://travis-ci.org/imravishar/sliding_window)
[![PyPI](https://img.shields.io/pypi/v/window-slider.svg)](https://pypi.python.org/pypi/window-slider)
[![last commit](https://img.shields.io/github/last-commit/imravishar/sliding_window.svg?label=last%20commit)](https://github.com/imravishar/sliding_window/commits/master)
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[![PyPI Package monthly downloads](https://img.shields.io/pypi/dm/window-slider.svg?style=flat)](https://pypi.python.org/pypi/window-slider)
[![PyPI download week](https://img.shields.io/pypi/dw/window-slider.svg)](https://pypi.python.org/pypi/window-slider/)

**Usage**
=========
$ pip install window-slider

$ python

from window_slider import Slider
import numpy
list = numpy.array([0, 1, 2, 3, 4, 5, 6, 7])
bucket_size = 3
overlap_count = 1
slider = Slider(bucket_size,overlap_count)
slider.fit(list)
while True:
window_data = slider.slide()
# do your stuff
print(window_data)
if slider.reached_end_of_list(): break

numpy 2D array
-
from window_slider import Slider
import numpy
list = numpy.array([[0, 1, 2, 3],[0, 1, 2, 3]])
bucket_size = 3
overlap_count = 1
slider = Slider(bucket_size,overlap_count)
slider.fit(list)
while True:
window_data = slider.slide()
# do your stuff
print(window_data)
if slider.reached_end_of_list(): break

wrap window data to custom class
-
class WindowData(object):
def __init__(self, data):
self._data = data

def sum(self):
return sum(self._data)


from window_slider import Slider
import numpy
list = numpy.array([0, 1, 2, 3, 4, 5, 6, 7])
bucket_size = 3
overlap_count = 1
slider = Slider(bucket_size,overlap_count,WindowData)
slider.fit(list)
while True:
window_data = slider.slide()
# do your stuff
print(window_data.sum())
if slider.reached_end_of_list(): break


## License
[![FOSSA Status](https://app.fossa.io/api/projects/git%2Bgithub.com%2Fimravishar%2Fsliding_window.svg?type=large)](https://app.fossa.io/projects/git%2Bgithub.com%2Fimravishar%2Fsliding_window?ref=badge_large)

Project details


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