pytorch_wavelets
Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet (by fbcotter)
ssqueezepy
Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python (by OverLordGoldDragon)
Our great sponsors
| pytorch_wavelets | ssqueezepy | |
|---|---|---|
| 1 | 3 | |
| 857 | 573 | |
| - | - | |
| 0.0 | 4.0 | |
| 9 months ago | about 1 month ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | 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.
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.
pytorch_wavelets
Posts with mentions or reviews of pytorch_wavelets.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-12-01.
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How to create a docker environment for model use?
git clone https://github.com/fbcotter/pytorch_wavelets
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.
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[OC] A lonely cough on a scalogram, yet rich in charasteristics & distinctive properties
Thanks for this great question - complex-valued Mexican hat mother wavelet here, used this implementation of synchrosqueezing: https://github.com/OverLordGoldDragon/ssqueezepy
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[P] Fastest wavelet transforms in Python + synchrosqueezing
ssqueezepy 0.6.1 released w/ benchmarks, CWT up to x75 faster than PyWavelets on CPU and x900 on GPU (and more correct). STFT also CPU- and GPU-accelerated, and both synchrosqueezed.
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[D] Inductive biases for audio spectrogram data.
Have a look here
What are some alternatives?
When comparing pytorch_wavelets and ssqueezepy you can also consider the following projects:
pywt - PyWavelets - Wavelet Transforms in Python
ruptures - ruptures: change point detection in Python
cog - Containers for machine learning
madmom - Python audio and music signal processing library
mish-cuda - Mish Activation Function for PyTorch
kymatio - Wavelet scattering transforms in Python with GPU acceleration
mish-cuda - Mish Activation Function for PyTorch
WaveDiff - Official Pytorch Implementation of the paper: Wavelet Diffusion Models are fast and scalable Image Generators (CVPR'23)
audio-reactive-led-strip - :musical_note: :rainbow: Real-time LED strip music visualization using Python and the ESP8266 or Raspberry Pi