kymatio
Wavelet scattering transforms in Python with GPU acceleration (by kymatio)
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. (by donnemartin)
| kymatio | data-science-ipython-notebooks | |
|---|---|---|
| 1 | 1 | |
| 785 | 27,993 | |
| 1.1% | 0.7% | |
| 4.1 | 0.0 | |
| about 2 months ago | about 1 year ago | |
| Python | Python | |
| BSD 3-clause "New" or "Revised" License | GNU General Public License v3.0 or later |
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.
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.
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[P] Fastest wavelet transforms in Python + synchrosqueezing
Also see Kymatio for SOTA on timeseries with limited data, fast and differentiable; nice lecture.
data-science-ipython-notebooks
Posts with mentions or reviews of data-science-ipython-notebooks.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2020-12-27.
-
Beginner in Python for Data Science
data science ipython notebooks
What are some alternatives?
When comparing kymatio and data-science-ipython-notebooks you can also consider the following projects:
einops - Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
fugue - A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.
ssqueezepy - Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python
manjaro-linux - Shell scripts for setting up Manjaro Linux for Python programming and deep learning
pywt - PyWavelets - Wavelet Transforms in Python
PMapper - A tool for quickly evaluating IAM permissions in AWS.