"time-series" Awesome Lists
awesome-TS-anomaly-detection
List of tools & datasets for anomaly detection on time-series data.
anomaly-detection awesome-list data-analysis data-mining machine-learning outlier-detection temporal-data time-series
3,055 stars
454 forks
55 projects
Last updated: 30 Apr 2025
awesome_time_series_in_python
This curated list contains python packages for time series analysis
machine-learning python statistics time-series
2,171 stars
369 forks
69 projects
Last updated: 04 May 2025
awesome-ai-ml-dl
Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
ai algorithms artificial-intelligence cloud-devops data data-generation deep-learning dl docker graal
1,529 stars
362 forks
95 projects
Last updated: 21 Apr 2025
awesome-time-series
list of papers, code, and other resources
series-forecasting spatio-temporal time-series time-series-forecasting time-series-prediction
991 stars
162 forks
153 projects
Last updated: 01 Jun 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
480 stars
98 forks
41 projects
Last updated: 11 May 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-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
173 stars
17 forks
270 projects
Last updated: 11 Jun 2025
awesome-python-machine-learning-resources
a collection of awesome machine learning and deep learning Python libraries&tools. 热门实用机器学习和深入学习Python库和工具的集合
auto-ml awesome awesome-list cv data-analysis data-mining data-science data-visualization deep-learning fintech
166 stars
25 forks
1,884 projects
Last updated: 16 Apr 2025
awesome-time-series-explainability
A list of (post-hoc) XAI for time series
awesome-list awesome-lists explainability explainable-ai explainable-ml explainable-time-series-classification explainable-time-series-prediction interpretability interpretable-machine-learning time-series
134 stars
16 forks
71 projects
Last updated: 30 Apr 2025
awesome-synthetic-data
📖 A curated list of resources dedicated to synthetic data
artificial-intelligence awesome awesome-list data-generation deep-learning gan machine-learning synthetic-data time-series
131 stars
10 forks
51 projects
Last updated: 11 Jun 2025
awesome-NILM-with-code
A repository of awesome Non-Intrusive Load Monitoring(NILM) with code.
awesome blind-source-separation deep-learning electricity energy-disaggregation nilm nilm-algorithms non-intrusive-load-monitoring paper-with-code pytorch
107 stars
23 forks
49 projects
Last updated: 13 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
29 stars
12 forks
40 projects
Last updated: 17 May 2025
awesome-sciml
Awesome-spatial-temporal-scientific-machine-learning-data-mining-packages. Julia and Python resources on spatial and temporal data mining. Mathematical epidemiology as an application. Most about package information. Data Sources Links and Epidemic Repos are also included.
bayesian-deep-learning bayesian-inference data-science deep-learning julia machine-learning mathematical-biology mathematical-epidemiology neural-ode physics-informed-neural-networks
13 stars
1 forks
481 projects
Last updated: 14 Apr 2025
awesome-tsad
List of time series anomaly detection resources, including methods, datasets, benchmarks, libraries, frameworks, and papers.
anomaly-detection collection machine-learning outlier-detection time-series
0 stars
0 forks
64 projects
Last updated: 09 Feb 2025