Top 9 Python Convolution Projects

rocket

1 399 1.8 Python

ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels (by angus924)
minirocket

1 267 10.0 Python

MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification
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sharpened-cosine-similarity

1 247 1.0 Python

An alternative to convolution in neural networks
convolution-vision-transformers

2 210 0.0 Python

PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers

Project mention: has anyone here implemented Convolutional Vision Transformer (CvT)? | /r/pytorch | 2023-05-16

tmu

5 108 9.2 Python

Implements the Tsetlin Machine, Coalesced Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features, drop clause, Type III Feedback, focused negative sampling, multi-task classifier, autoencoder, literal budget, and one-vs-one multi-class classifier. TMU is written in Python with wrappers for C and CUDA-based clause evaluation and updating.

Project mention: Tsetlin machine – the other AI toolbooks | news.ycombinator.com | 2023-12-09

hydra

1 38 10.0 Python

HYDRA: Competing convolutional kernels for fast and accurate time series classification (by angus924)
Convolution-From-Scratch

1 35 0.0 Python

Implementation of the generalized 2D convolution with dilation from scratch in Python and NumPy
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vectorized_convolution

1 6 0.0 Python

Vectorized 2D Convolution in NumPy
tinyconv

1 2 7.0 Python

🌸 Image processing with kernel and convolution

Project mention: Tinyconv – educational image processing with kernel and convolution in Python | news.ycombinator.com | 2024-02-20

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2024-02-20.

Python Convolution related posts

Tsetlin machine – the other AI toolbooks
1 project | news.ycombinator.com | 9 Dec 2023
Tsetlin Machine Unified (TMU) - One Codebase to Rule Them All
1 project | /r/tsetlinmachine | 5 Dec 2023
[R] New Tsetlin machine learning scheme creates up to 80x smaller logical rules, benefitting hardware efficiency and interpretability.
1 project | /r/MachineLearning | 21 Jan 2023
This Artificial Intelligence (AI) Research From Norway Introduces Tsetlin Machine-Based Autoencoder For Representing Words Using Logical Expressions
1 project | /r/machinelearningnews | 10 Jan 2023
Sharpened Cosine Distance as an Alternative for Convolutions
2 projects | news.ycombinator.com | 22 Jul 2022
Vectorized Convolution in NumPy - A vectorized implementation of the convolution part of a CNN
1 project | /r/coolgithubprojects | 20 May 2021
Convolution with Numpy (data structures and matrix operations)
2 projects | /r/learnpython | 5 May 2021
A note from our sponsor - InfluxDB
www.influxdata.com | 19 Apr 2024

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Index

What are some of the best open-source Convolution projects in Python? This list will help you:

	Project	Stars
1	rocket	399
2	minirocket	267
3	sharpened-cosine-similarity	247
4	convolution-vision-transformers	210
5	tmu	108
6	hydra	38
7	Convolution-From-Scratch	35
8	vectorized_convolution	6
9	tinyconv	2