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Expand file tree Collapse file tree Original file line number Diff line number Diff line change @@ -147,6 +147,7 @@ plot_IMFs(signal, IMFs) # per-channel panels
147147| [ ` SJMD ` ] ( https://github.com/wwhenxuan/PySDKit/blob/main/pysdkit/_jmd/sjmd.py ) / ` SMJMD ` (Successive Jump and Mode Decomposition) | [[ paper]] ( https://arxiv.org/abs/2504.08453 ) | [[ code]] ( ) | ✔️ |
148148| [ ` ESMD ` ] ( https://github.com/wwhenxuan/PySDKit/blob/main/pysdkit/_emd/esmd.py ) (Extreme-Point Symmetric Mode Decomposition) | [[ paper]] ( https://arxiv.org/abs/1303.6540 ) | [[ code]] ( https://github.com/WuShichao/esmd ) | ✔️ |
149149| [ ` STNBMD ` ] ( ) (Short-Time Narrow-Band Mode Decomposition) | [[ paper]] ( https://www.sciencedirect.com/science/article/pii/S0022460X16002443?via%3Dihub ) | [[ code]] ( https://ww2.mathworks.cn/matlabcentral/fileexchange/56226-short-time-narrow-band-mode-decomposition-stnbmd-toolbox ) | ✖️ |
150+ | [ ` VTFMTD ` ] ( https://github.com/wwhenxuan/PySDKit/blob/main/pysdkit/_tfa/vftmtd.py ) (Variational TF Mode Tracking Decomposition) | [[ paper]] ( https://www.sciencedirect.com/science/article/pii/S0165168426001179 ) | [[ code]] ( https://www.mathworks.com/matlabcentral/fileexchange/183389-variational-time-frequency-mode-tracking-decomposition ) | ✔️ |
150151| [ ` SWD ` ] ( https://github.com/wwhenxuan/PySDKit/blob/main/pysdkit/_osd/swd.py ) (Swarm Decomposition) | [[ paper]] ( https://doi.org/10.1016/j.sigpro.2016.09.004 ) | [[ code]] ( https://github.com/gkaposto/Swarm-Decomposition ) | ✔️ |
151152| [ ` OSD ` ] ( https://github.com/wwhenxuan/PySDKit/blob/main/pysdkit/_osd/osd.py ) (Optimization-based Signal Decomposition) | [[ paper]] ( https://web.stanford.edu/~boyd/papers/sig_decomp_mprox.html ) | [[ code]] ( https://github.com/cvxgrp/signal-decomposition ) | ✔️ |
152153| [ ` STL ` ] ( https://github.com/wwhenxuan/PySDKit/blob/main/pysdkit/tsa/_stl.py ) (Seasonal-Trend decomposition using LOESS) | [[ paper]] ( https://www.nniiem.ru/file/news/2016/stl-statistical-model.pdf ) | [[ code]] ( https://www.statsmodels.org/stable/examples/notebooks/generated/stl_decomposition.html ) | ✔️ |
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Original file line number Diff line number Diff line change @@ -73,3 +73,5 @@ include = ["pysdkit*"]
7373"pysdkit._tid.data" = [" *.npy" ]
7474"pysdkit._imd" = [" data/*.npy" ]
7575"pysdkit._imd.data" = [" *.npy" ]
76+ "pysdkit._tfa" = [" data/*.npy" ]
77+ "pysdkit._tfa.data" = [" *.npy" ]
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