"time-series-analysis" Awesome Lists
awesome-AIOps
AIOps学习资料汇总,欢迎一起补全这个仓库,欢迎star
aiops alarm-reduction anomaly-detection deep-learning machine-learning root-cause-analysis time-series-analysis
1,633 stars
364 forks
49 projects
Last updated: 26 Apr 2025
Awesome-GNN4TS
[TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)
awesome dynamic-graphs graph-neural-networks graph-structure-learning spatial-temporal-data spatial-temporal-forecasting survey temporal-data temporal-graphs time-series
764 stars
66 forks
223 projects
Last updated: 12 Jun 2025
awesome-time-series
Resources for working with time series and sequence data
anomaly-detection database machine-learning python time-series time-series-analysis time-series-classification time-series-data-mining time-series-database time-series-forecasting
596 stars
90 forks
217 projects
Last updated: 23 May 2025
Awesome-time-series
A comprehensive survey on the time series domains
anomaly-detection time-series time-series-analysis time-series-classification time-series-forecasting time-series-prediction
525 stars
50 forks
243 projects
Last updated: 23 Apr 2025
Time-Series-Papers
List of awesome papers about time series, mainly including algorithms based on machine learning | 收录时间序列分析中各个研究领域的高水平文章,主要包含基于机器学习的算法
awesome research-paper time-series time-series-analysis
479 stars
98 forks
41 projects
Last updated: 27 Mar 2025
awesome-time-series-segmentation-papers
This repository contains a reading list of papers on Time Series Segmentation. This repository is still being continuously improved.
anomaly-detection awesome awesome-list change-point-detection data-mining data-science dataset deep-learning machine-learning motion-capture
460 stars
10 forks
114 projects
Last updated: 21 Apr 2025
Awesome-Foundation-Models-for-Weather-and-Climate
A comprehesive survey about foundation models for weather and cliamte data understanding.
ai4earth ai4science climate climate-change dataset deep-learning foundation-models large-language-models largemodel machine-learning
224 stars
32 forks
184 projects
Last updated: 24 Apr 2025
awesome-deep-time-series-representations
A curated list of state-of-the-art papers on deep learning for universal representations of time series.
deep-learning representation-learning survey-paper time-series time-series-analysis
164 stars
15 forks
270 projects
Last updated: 22 Apr 2025
awesome-multimodal-time-series
A curated list of paper, code, data, and other resources focus on multimodal time series analysis.
awesome awesome-list awesome-resources multimodal-deep-learning multimodal-time-series multimodality time-series time-series-analysis time-series-forecasting
71 stars
4 forks
36 projects
Last updated: 06 May 2025
Time-Series
Awesome list and projects of Time Series
awesome awesome-list awesome-lists awesome-time-series data-science machine-learning time-series time-series-analysis time-series-forecasting time-series-prediction
28 stars
12 forks
40 projects
Last updated: 17 Feb 2025