4 results found Sort:

lzz19980125
awesome-time-series-segmentation-papers lzz19980125
6
442
gpl-3.0
5
This repository contains a reading list of papers on Time Series Segmentation. This repository is still being continuously improved.
awesome dataset paper-list data-mining time-series awesome-list data-science segmentation deep-learning motion-capture machine-learning anomaly-detection time-series-models time-series-analysis unsupervised-learning change-point-detection univariate-time-series multivariate-time-series time-series-segmentation
Created 2024-01-27
35 commits to main branch, last one 3 months ago
GestaltCogTeam
STEP GestaltCogTeam
38
345
apache-2.0
7
Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.
pre-training traffic-forecasting graph-neural-networks multivariate-time-series
Created 2022-02-08
71 commits to github branch, last one about a year ago
GestaltCogTeam
STID GestaltCogTeam
23
199
apache-2.0
7
Code for our CIKM'22 paper Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting.
baseline traffic-forecasting multivariate-time-series
Created 2022-05-29
21 commits to master branch, last one 3 months ago
FilippoMB
python-time-series-handbook FilippoMB
19
111
mit
4
Material for the course "Time series analysis with Python"
arima course prophet chaos-theory stationarity kalman-filter moving-average unit-root-test fourier-transform signal-processing non-linear-dynamics reservoir-computing quantitative-finance time-series-analysis exponential-smoothing time-series-clustering time-series-forecasting multivariate-time-series recurrent-neural-networks time-series-classification
Created 2024-04-11
55 commits to main branch, last one 2 months ago