pywt
ruptures
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| pywt | ruptures | |
|---|---|---|
| 2 | 1 | |
| 1,915 | 1,473 | |
| 2.3% | - | |
| 8.7 | 5.7 | |
| 11 days ago | 26 days ago | |
| Python | Python | |
| MIT License | BSD 2-clause "Simplified" License |
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.
pywt
- Wavelets: A Mathematical Microscope
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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.
ruptures
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[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?
pytorch_wavelets - Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet
ssqueezepy - Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python
madmom - Python audio and music signal processing library
3.eeg_recognation - Machine learning for Anonymous detection of an alcoholic by EEG signals
expression_evaluator - A basic expression evaluator and depth analyzer
kymatio - Wavelet scattering transforms in Python with GPU acceleration
orbit - A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
SincNet - SincNet is a neural architecture for efficiently processing raw audio samples.
pyAudioAnalysis - Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
audio-reactive-led-strip - :musical_note: :rainbow: Real-time LED strip music visualization using Python and the ESP8266 or Raspberry Pi