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A lightweight library to do for-loop-styled convolution passes on your iterable objects (e.g.: on a list). Note: this is not a convolution, it is about exposing what would the kernel pass on in the first place in your loops.

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conv

Description

Conv is a simple Python >= 3 package, lightweight library to do for-loop-styled convolution passes on your iterable objects (e.g.: on a list).

Installation

pip install conv

Example Usage

from conv import convolved


some_list = [1, 2, 3]
for kernel_hover in convolved(some_list, kernel_size=2, stride=1, padding=2, default_value=42):
    print(kernel_hover)

Result:

[42, 42]
[42, 1]
[1, 2]
[2, 3]
[3, 42]
[42, 42]

Unit Tests:

python setup.py test

A convolved_2d function also exists. See tests for more examples.

Notes

License: MIT

Author: Guillaume Chevalier

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A lightweight library to do for-loop-styled convolution passes on your iterable objects (e.g.: on a list). Note: this is not a convolution, it is about exposing what would the kernel pass on in the first place in your loops.

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