0 "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
1,746 stars
381 forks
49 projects
Last updated: 21 Jun 2026
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
861 stars
75 forks
223 projects
Last updated: 26 Jun 2026
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
693 stars
98 forks
218 projects
Last updated: 17 Jun 2026
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
551 stars
15 forks
135 projects
Last updated: 29 May 2026
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
549 stars
50 forks
243 projects
Last updated: 18 May 2026
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
491 stars
97 forks
41 projects
Last updated: 17 Jun 2026
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
294 stars
38 forks
184 projects
Last updated: 15 Jun 2026
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
225 stars
15 forks
40 projects
Last updated: 01 Jun 2026
awesome-deep-time-series-representations
[ACM CSUR] A curated list of papers on universal representation learning for time series.
deep-learning representation-learning survey-paper time-series time-series-analysis
211 stars
22 forks
277 projects
Last updated: 10 Jun 2026
awesome-multivariate-time-series-anomaly-detection-algorithms
This repository contains a reading list of papers on multivariate time series anomaly detection. This repository is still being continuously improved.
anomaly-detection anomaly-detection-algorithm awesome awesome-list data-mining data-science dataset deep-learning fault-diagnosis machine-learning
77 stars
10 forks
143 projects
Last updated: 03 Jun 2026
awesome-time-series-analysis
📖 A curated list of awesome time-series papers, benchmarks, datasets, tutorials. (WIP)
anomaly-detection change-point-detection classification clustering data-mining forecasting imputation llm machine-learning segmentation
66 stars
9 forks
120 projects
Last updated: 31 May 2026
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
32 stars
13 forks
40 projects
Last updated: 23 May 2026