ssqueezepy
Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python (by OverLordGoldDragon)
pywt
PyWavelets - Wavelet Transforms in Python (by PyWavelets)
| ssqueezepy | pywt | |
|---|---|---|
| 3 | 2 | |
| 576 | 1,930 | |
| - | 2.1% | |
| 4.0 | 8.8 | |
| about 2 months ago | 5 days ago | |
| Python | Python | |
| MIT 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.
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.
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
pywt
Posts with mentions or reviews of pywt.
We have used some of these posts to build our list of alternatives
and similar projects.
- Wavelets: A Mathematical Microscope
-
Doubt on pywavelets (frequency of wavelet)
Pywavelets is open sourced under the MIT license. If you are curious about the way a function is implemented, you can look the implementation on GitHub.
What are some alternatives?
When comparing ssqueezepy and pywt you can also consider the following projects:
ruptures - ruptures: change point detection in Python
pytorch_wavelets - Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet
madmom - Python audio and music signal processing library
3.eeg_recognation - Machine learning for Anonymous detection of an alcoholic by EEG signals
kymatio - Wavelet scattering transforms in Python with GPU acceleration
audio-reactive-led-strip - :musical_note: :rainbow: Real-time LED strip music visualization using Python and the ESP8266 or Raspberry Pi
pyAudioAnalysis - Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications