pywt
PyWavelets - Wavelet Transforms in Python (by PyWavelets)
kymatio
Wavelet scattering transforms in Python with GPU acceleration (by kymatio)
| pywt | kymatio | |
|---|---|---|
| 2 | 1 | |
| 2,157 | 784 | |
| 1.5% | 1.0% | |
| 8.0 | 4.1 | |
| 17 days ago | about 2 months ago | |
| Python | Python | |
| MIT License | BSD 3-clause "New" or "Revised" 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.
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.
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.
-
[P] Fastest wavelet transforms in Python + synchrosqueezing
Also see Kymatio for SOTA on timeseries with limited data, fast and differentiable; nice lecture.
What are some alternatives?
When comparing pywt and kymatio you can also consider the following projects:
pytorch_wavelets - Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet
einops - Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
ssqueezepy - Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python
madmom - Python audio and music signal processing library
data-science-ipython-notebooks - Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.