kymatio VS ssqueezepy

Compare kymatio vs ssqueezepy and see what are their differences.

kymatio

Wavelet scattering transforms in Python with GPU acceleration (by kymatio)
scattering-transform wavelets Deep Learning Pytorch Tensorflow Numpy Keras scikit-learn
Source Code
kymat.io
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ssqueezepy

Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python (by OverLordGoldDragon)
signal-processing Python synchrosqueezing wavelet-transform Cwt time-frequency time-frequency-analysis stft morse-wavelet ridge-extraction Visualization
Source Code
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kymatio ssqueezepy
1 3
728 573
2.6% -
6.4 4.0
6 days ago about 1 month ago
Python Python
BSD 3-clause "New" or "Revised" License MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

kymatio

Posts with mentions or reviews of kymatio. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-05-05.

ssqueezepy

Posts with mentions or reviews of ssqueezepy. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-05-05.

What are some alternatives?

When comparing kymatio and ssqueezepy you can also consider the following projects:

einops - Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

ruptures - ruptures: change point detection in Python

pywt - PyWavelets - Wavelet Transforms in Python

madmom - Python audio and music signal processing library

Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials - A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

pytorch_wavelets - Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet

audio-reactive-led-strip - :musical_note: :rainbow: Real-time LED strip music visualization using Python and the ESP8266 or Raspberry Pi

WaveDiff - Official Pytorch Implementation of the paper: Wavelet Diffusion Models are fast and scalable Image Generators (CVPR'23)

kymatio vs einops ssqueezepy vs ruptures kymatio vs pywt ssqueezepy vs madmom kymatio vs Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials ssqueezepy vs pywt ssqueezepy vs pytorch_wavelets ssqueezepy vs audio-reactive-led-strip ssqueezepy vs WaveDiff