WaveSpin Documentation#

WaveSpin animation

Joint Time-Frequency Scattering, Wavelet Scattering: features for classification, regression, and synthesis of audio, biomedical, and other signals. Friendly overviews:

For benchmarks and main overview, see GitHub repository. WaveSpin implements novel research, not just existing algorithms - see Novelties.

Installation#

pip install wavespin. Or, for latest version (most likely stable):

pip install git+https://github.com/OverLordGoldDragon/wavespin

Examples#


More examples#

See Examples.

Table of Contents#

_images/visuals_tour.png _images/intro_jtfs.png _images/jtfs_2d_cnn.png _images/meta_lookup_jtfs.png _images/top_k_fdts.png _images/spin_both.gif _images/reconstruction.png _images/more.png _images/jtfs_echirp.png _images/favicon.png _images/parameter_sweeps.png _images/intro_scattering.png _images/width_support.png _images/energy_correction_0.png _images/width_vs_support.png _images/cwt_order2_wgn.png _images/jtfs_stream.mp4 _images/pack_coeffs_jtfs_2.png _images/pack_coeffs_jtfs_0.png _images/pack_coeffs_jtfs_1.png _images/energy_correction_1.png