Search Results - RepositoryStats

40

250

bsd-3-clause

9

PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting

pytorch forecasting time-series transformers deep-learning exponential-smoothing time-series-forecasting time-series-decomposition interpretable-machine-learning

Created 2022-02-15

15 commits to main branch, last one about a year ago

43

209

bsd-3-clause

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PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)

time-series deep-learning machine-learning forecasting-model contrastive-learning time-series-forecasting self-supervised-learning time-series-decomposition

Created 2022-02-15

13 commits to main branch, last one about a year ago

36

205

unknown

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Bayesian Change-Point Detection and Time Series Decomposition

trend time-series trend-analysis anomoly-detection technical-analysis bayesian-time-series breakpoint-detection seasonality-analysis changepoint-detection structural-breakpoint interrupted-time-series time-series-decomposition

Created 2019-07-31

187 commits to master branch, last one 24 days ago

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63

other

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A package for performing Singular Spectrum Analysis (SSA) and time-series decomposition

esprit forecast detrending time-series hankel-matrix trend-detection time-series-analysis time-series-forecasting time-series-decomposition singular-spectrum-analysis

Created 2016-12-11

78 commits to master branch, last one 8 months ago

22

53

unknown

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Time Series Decomposition techniques and random forest algorithm on sales data

sales seaborn sklearn datamining statsmodels machinelearning regression-trees sales-forecasting time-series-analysis time-series-decomposition

Created 2018-03-16

10 commits to master branch, last one 2 years ago