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迷路小剑客's Projects

pydmd icon pydmd

Python Dynamic Mode Decomposition

rif icon rif

Risampled Iterative Filtering

rocket icon rocket

ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels

series2image icon series2image

Encoding time series as images using GAF operation by pyts.

sift_paper icon sift_paper

Data and codes repository for the paper "Convergence analysis of Adaptive Locally Iterative Filtering and SIFT method"

spade4 icon spade4

Implementation of Sparsity and Delay Embedding based Forecasting of Epidemics (SPADE4)

sst_compare icon sst_compare

A comparison of serveral localized time-frequency transforms

std icon std

STD: A Seasonal-Trend-Dispersion Decomposition of Time Series

steamtools icon steamtools

🛠「Watt Toolkit」是一个开源跨平台的多功能 Steam 工具箱。

synlab icon synlab

1D synchrosqueezed wave packet transforms (SSWPT): Analyzing instantaneous properties (instantaneous frequencies, phases and amplitudes) of non-linear oscillatory signals in a superposition. 2D synchrosqueezed curvelet transform (SSCT): Anlayzing local properties of non-linear oscillatory textures in a superposition.

tfrogs icon tfrogs

Time-Frequency Regularized Overlapping Group Shrinkage

transferentropy icon transferentropy

Code for the paper "Estimating Transfer Entropy via Copula Entropy"

triplet-attention icon triplet-attention

Official PyTorch Implementation for "Rotate to Attend: Convolutional Triplet Attention Module." [WACV 2021]

tsai icon tsai

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

vmdpy icon vmdpy

Variational mode decomposition (VMD) in Python

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