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Convolution Python Packages

Python packages with the GitHub topic convolution. Sorted by relevance, with stars and monthly downloads.
alibaba
mnn

MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.

289K 15K 2K
fkodom
fft-conv-pytorch

Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.

43K 521 63
f-dangel
einconv

Convolutions and more as einsum for PyTorch

37K 18 1
fzimmermann89
torchnd

ND convolutions, complex convolutions, ND padding, etc

5K 1 0
cair
tmu

Your project description

4K 168 33
cair
pytsetlinmachine

Implements the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, Weighted Tsetlin Machine, and Embedding Tsetlin Machine, with support for continuous features, multigranularity, clause indexing, and literal budget

1K 152 33
cair
pytsetlinmachinecuda

Massively Parallel and Asynchronous Architecture for Logic-based AI

715 44 4
IndexedConv
indexedconv

Code for the indexed convolution

538 16 10
cair
graphtsetlinmachine

Tsetlin Machine for Logical Learning and Reasoning With Graphs

454 53 18
cair
pytsetlinmachineparallel

Multi-threaded implementation of the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features and multigranularity.

375 43 10
georgehalal
sphericalrht

Spherical implementation of the Rolling Hough Transform

368 7 0
guillaume-chevalier
conv

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.

301 7 2
alibaba
debugui

MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.

236 15K 2K
dibsonthis
simplefilter

Python module for image convolution and ML classification.

203 5 0
alibaba
mnncv

MNNCV python sdk

187 15K 2K
alibaba
mnncompress

model comprssion tools for MNN

183 15K 2K
kyegomez
atc-torch

Interleaved Attention's with convolutions for text modeling

171 6 0
ahmedfgad
numpycnn

Building CNN from Scratch using NumPy

103 600 188
klima7
numpynet

Convolutional Neural Network written from scratch using numpy with API similar to tensorflow.

95 0 0
braincreators
octconv

Octave Convolution Implementation in PyTorch

79 19 5
famura
ndc

Numerical differentiation leveraging convolutions based on PyTorch

76 1 1
drufat
licpy

Line Integral Convolution

67 16 12
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