ssqueezepy
Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python (by OverLordGoldDragon)
ruptures
ruptures: change point detection in Python (by deepcharles)
| ssqueezepy | ruptures | |
|---|---|---|
| 3 | 1 | |
| 576 | 1,488 | |
| - | - | |
| 4.0 | 4.9 | |
| about 2 months ago | 19 days ago | |
| Python | Python | |
| MIT License | BSD 2-clause "Simplified" 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.
-
[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
-
[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.
-
[D] Inductive biases for audio spectrogram data.
Have a look here
ruptures
Posts with mentions or reviews of ruptures.
We have used some of these posts to build our list of alternatives
and similar projects.
-
[D] Inverse of Event Detection - Temporal Disruption Analysis
For offline CPD I’ve seen projects that use ruptures. In addition to the paper mentioned above this survey also felt quite accessible.
What are some alternatives?
When comparing ssqueezepy and ruptures you can also consider the following projects:
madmom - Python audio and music signal processing library
kymatio - Wavelet scattering transforms in Python with GPU acceleration
expression_evaluator - A basic expression evaluator and depth analyzer
pywt - PyWavelets - Wavelet Transforms in Python
orbit - A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.