Projects

Updated 6 months ago

ptwt • Rank 17.0 • Science 54%

Differentiable fast wavelet transforms in PyTorch with GPU support.

fast-wavelet-transform matrix-fwt pytorch wavelet wavelet-analysis wavelet-packets wavelet-transform

Updated 5 months ago

https://github.com/carnotresearch/cr-wavelets • Rank 6.3 • Science 23%

Wavelets with JAX

compression dwt wavelet-analysis wavelet-compression wavelets

Updated 5 months ago

https://github.com/csinva/transformation-importance • Science 23%

Using / reproducing TRIM from the paper "Transformation Importance with Applications to Cosmology" 🌌 (ICLR Workshop 2020)

ai artificial-intelligence attribution data-science deep-learning deep-neural-networks explainability explainable-ai feature-engineering feature-importance frequency-domain interpretability interpretation machine-learning ml neural-network pytorch transform transformation wavelet-analysis

Updated 6 months ago

FreqFun • Science 54%

Collection of Jupyter notebooks describing paleoclimate workflows for analysis in the frequency domain

cross-wavelet paleoclimate paleoclimatology spectral-analysis wavelet-analysis

Updated 6 months ago

spurdog-psat-analysis • Science 44%

R analysis to process PSAT data, supplement to 'Seasonal habitat use and diel vertical migration in female spurdog (Squalus acanthias Linnaeus, 1758) in Nordic waters'

biologging dvm ecology fish-behavior movement-ecology psat r wavelet-analysis

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Open Source Science

ptwt • Rank 17.0 • Science 54%

https://github.com/carnotresearch/cr-wavelets • Rank 6.3 • Science 23%

https://github.com/csinva/transformation-importance • Science 23%

FreqFun • Science 54%

spurdog-psat-analysis • Science 44%