Convolution Python Packages

mnn

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

289K 15K 2K

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

einconv

Convolutions and more as einsum for PyTorch

37K 18 1

torchnd

ND convolutions, complex convolutions, ND padding, etc

5K 1 0

tmu

Your project description

4K 168 33

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

pytsetlinmachinecuda

Massively Parallel and Asynchronous Architecture for Logic-based AI

715 44 4

indexedconv

Code for the indexed convolution

538 16 10

graphtsetlinmachine

Tsetlin Machine for Logical Learning and Reasoning With Graphs

454 53 18

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

sphericalrht

Spherical implementation of the Rolling Hough Transform

368 7 0

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

debugui

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

236 15K 2K