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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
50 commits to main branch, last one about a month ago
Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.
Created
2022-02-08
71 commits to github branch, last one about a year ago
Code for our CIKM'22 paper Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting.
Created
2022-05-29
22 commits to master branch, last one about a month ago
Book and material for the course "Time series analysis with Python" (STA-2003)
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
105 commits to main branch, last one 3 days ago