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kymatio

4 indexed repositories · View on GitHub

kymatio
Wavelet scattering transforms in Python with GPU acceleration

Python · 856 stars
murenn
Multi-Resolution Neural Networks

Python · 23 stars
ismir23-tutorial
Kymatio: Deep Learning meets Wavelet Theory for Music Signal Processing

TeX · 15 stars
kymatio.github.io
Kymatio website hosted by GitHub

HTML · 2 stars

Beginner friendly Everything

Open All

Scipy 1.17 deprecated methods Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

kymatio/kymatio#1068 · 1 comment · 2 reactions · Opened Jun 30, 2026
BSD-2 license Open

good first issue

Difficulty 2/5 1-3 hours Newbie friendliness 42/100

kymatio/murenn#79 · Opened Dec 1, 2025
Sample to use Scattering 2D with ImageDataGenerator.flowfromdirectory Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

kymatio/kymatio#1062 · Opened Feb 20, 2025
questions about morlet filter and its support length Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

kymatio/kymatio#1061 · Opened Feb 10, 2025
Default Downsampling Level in `MuReNNDirect` Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

kymatio/murenn#69 · 1 comment · Opened Jan 28, 2025
[ENH]: `include_lp` option in `MuReNNDirect` Open

Difficulty 3/5 1-2 days Newbie friendliness 48/100

kymatio/murenn#67 · 1 comment · Opened Jan 21, 2025
dtcwt shift invariant demo Open

kymatio/murenn#61 · 1 comment · 1 assignee · Opened Oct 16, 2024
Scattering2D torch can't be serialized Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

kymatio/kymatio#1057 · 4 comments · Opened Aug 4, 2024
`https://murenn.github.io` Open

documentation

Difficulty 4/5 3-5 days Newbie friendliness 45/100

kymatio/murenn#51 · 1 reaction · Opened Jun 6, 2024
`plot_receptive_field`: all questions answered Open

question

Difficulty 5/5 Over a week Newbie friendliness 20/100

kymatio/murenn#50 · 4 comments · Opened May 31, 2024
2d Keras does not feed in correct `backend` and `output_type` on initialization. Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

kymatio/kymatio#1054 · Opened May 25, 2024
Scattering1D+JTFS Keras Issues Open

kymatio/kymatio#1053 · 1 comment · 4 assignees · Opened May 25, 2024
building the book - does not work Open

Difficulty 3/5 1-2 days Newbie friendliness 42/100

kymatio/ismir23-tutorial#2 · 1 comment · Opened Jan 19, 2024
examples/1d/classif_keras.py is misleading Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

kymatio/kymatio#1040 · 3 comments · Opened Nov 12, 2023
Incompatibility of torch_skcuda with PyTorch 2.1 Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

kymatio/kymatio#1028 · Opened Oct 30, 2023
sphinx 1d/plot_filters figures don't match code Open

Difficulty 3/5 1-2 days Newbie friendliness 38/100

kymatio/kymatio#1026 · 3 comments · Opened Oct 21, 2023
What Pytorch Versions does Kymatio support? Open

doc help wanted high priority management

kymatio/kymatio#1025 · 4 comments · 1 assignee · Opened Sep 15, 2023
Testing/Benchmarking of examples Open

kymatio/kymatio#1024 · 3 comments · 7 assignees · Opened Sep 12, 2023
`cifar_torch.py` example unstable for `mode!=1, classifer=linear` Open

kymatio/kymatio#1023 · 2 comments · 3 assignees · Opened Sep 12, 2023
Gpu doesn't been used while scattering, the volatile gpu-util is always 0 Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

kymatio/kymatio#1013 · 2 comments · Opened Apr 3, 2023
ENH Wavelet module Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

kymatio/kymatio#1011 · Opened Mar 28, 2023
Doc: scattering 1D Open

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

kymatio/kymatio#1010 · 1 comment · Opened Mar 20, 2023
TypeError: cannot unpack non-iterable int object Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

kymatio/kymatio.github.io#6 · Opened Feb 7, 2023
`NotImplementedError` vs. abstract base classes Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

kymatio/kymatio#990 · 1 reaction · Opened Jan 16, 2023
JTFS produces a non-contiguous tensor with `swap_time_frequency` Open

1D

kymatio/kymatio#974 · 9 comments · 2 reactions · 2 assignees · Opened Nov 2, 2022
1D website examples need fixing Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

kymatio/kymatio#934 · 1 comment · Opened Aug 16, 2022
`axis`/`dims` default value in `concatenate` Open

API management

Difficulty 5/5 Over a week Newbie friendliness 25/100

kymatio/kymatio#903 · 1 reaction · Opened Jul 7, 2022
`cupy.cuda.compile_with_cache` is deprecated Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

kymatio/kymatio#866 · Opened Jun 10, 2022
Options for padding Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

kymatio/kymatio#859 · 5 comments · Opened Jun 9, 2022
Examples are not in CI Open

kymatio/kymatio#858 · 5 comments · 1 assignee · Opened Jun 9, 2022
Removal of skcuda backend Open

kymatio/kymatio#819 · 5 comments · 1 assignee · Opened May 30, 2022
make core algorithm a self.variable. Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

kymatio/kymatio#818 · 7 comments · Opened May 30, 2022
Depth-first vs. breadth-first traversal Open

question

Difficulty 5/5 Over a week Newbie friendliness 35/100

kymatio/kymatio#798 · 6 comments · Opened Mar 4, 2022
Tensorflow Lambda function related warning Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

kymatio/kymatio#762 · 1 reaction · Opened Jul 21, 2021
Keras generators does not work Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

kymatio/kymatio#761 · 4 comments · Opened Jul 21, 2021
Unit test for `pre_pad = True` Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

kymatio/kymatio#747 · Opened May 25, 2021
Towards modularizing the codebase in a semantically meaningful way Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

kymatio/kymatio#735 · 2 reactions · Opened Apr 27, 2021
ENH adding roto-translation scattering Open

kymatio/kymatio#677 · 1 assignee · Opened Mar 8, 2021
asv Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

kymatio/kymatio#653 · 6 comments · Opened Feb 10, 2021
MAINT rearrange commits pertaining to removal of `inplace` argument in numpy backend cdgmm Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

kymatio/kymatio#647 · 1 comment · Opened Feb 6, 2021
TST better test for fourier space subsampling needed Open

kymatio/kymatio#646 · 1 comment · 1 assignee · Opened Feb 5, 2021
kymatio for complex input signals Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

kymatio/kymatio#645 · 8 comments · Opened Jan 21, 2021
Internal and undocumented functions in cupy Open

kymatio/kymatio#643 · 1 comment · 1 assignee · Opened Jan 14, 2021
[todo] updating index.md Open

Difficulty 1/5 Under an hour Newbie friendliness 45/100

kymatio/kymatio#635 · 6 comments · Opened Nov 30, 2020
Indexing 2D (Request) Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

kymatio/kymatio#632 · 9 comments · Opened Oct 7, 2020
Automated style checking/linting Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

kymatio/kymatio#626 · 6 comments · 2 reactions · Opened Jul 1, 2020
TST Move and add certain tests to base/general tests Open

tests

kymatio/kymatio#617 · 1 assignee · Opened Jun 16, 2020
API Clean up modulus rotation (3D) Open

kymatio/kymatio#616 · 1 comment · 1 assignee · Opened Jun 16, 2020
Detailed syntax of Scattering Wavelets Open

Difficulty 2/5 1-3 hours Newbie friendliness 25/100

kymatio/kymatio.github.io#5 · 2 comments · Opened May 1, 2020
ValueError: Zero division error is very likely to occur, aborting computations now. Open

kymatio/kymatio#609 · 10 comments · 1 assignee · Opened Apr 9, 2020

kymatio

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