kymatio
data-science-ipython-notebooks
| kymatio | data-science-ipython-notebooks | |
|---|---|---|
| 1 | 1 | |
| 729 | 26,514 | |
| 1.1% | - | |
| 6.4 | 0.0 | |
| 13 days ago | about 2 months ago | |
| Python | Python | |
| BSD 3-clause "New" or "Revised" License | GNU General Public License v3.0 or later |
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kymatio
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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
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Beginner in Python for Data Science
data science ipython notebooks
What are some alternatives?
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
einops - Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
BirdNET - Soundscape analysis with BirdNET.
pywt - PyWavelets - Wavelet Transforms in Python
fugue - A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.
Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials - A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
kmodes - Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data
sports-betting - Collection of sports betting AI tools.
PMapper - A tool for quickly evaluating IAM permissions in AWS.
data-science - :bar_chart: Path to a free self-taught education in Data Science!
listenbrainz-server - Server for the ListenBrainz project, including the front-end (javascript/react) code that it serves and all of the data processing components that LB uses.