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Adaptive, interpretable wavelets across domains (NeurIPS 2021)

Home Page: https://arxiv.org/abs/2107.09145

License: MIT License

Python 1.38% Jupyter Notebook 98.62%
deep-learning pytorch machine-learning neural-network distillation interpretability explainability xai wavelets wavelet-analysis

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adaptive-wavelets's Issues

Create new PyPI release

Current version on PyPI is from 09/06/2021 and seems to be missing some things. E.g.:

wt = DWT2d(wave='db5', mode='zero', J=4, init_factor=1, noise_factor=0, const_factor=0, device='cpu')

gives:

TypeError: __init__() got an unexpected keyword argument 'device'

Simple workaround in the meantime: pip install git+https://github.com/Yu-group/adaptive-wavelets

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