0 "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
3,166 stars
463 forks
55 projects
Last updated: 07 Apr 2026
awesome_time_series_in_python
This curated list contains python packages for time series analysis
machine-learning python statistics time-series
2,246 stars
367 forks
69 projects
Last updated: 15 Apr 2026
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
1,652 stars
369 forks
106 projects
Last updated: 23 Mar 2026
awesome-time-series
list of papers, code, and other resources
series-forecasting spatio-temporal time-series time-series-forecasting time-series-prediction
1,049 stars
163 forks
155 projects
Last updated: 04 Apr 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
856 stars
74 forks
223 projects
Last updated: 23 Mar 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
663 stars
95 forks
218 projects
Last updated: 04 Mar 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
553 stars
15 forks
135 projects
Last updated: 21 Apr 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
544 stars
50 forks
243 projects
Last updated: 04 Mar 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
488 stars
98 forks
41 projects
Last updated: 06 Apr 2026
awesome_imputation
Awesome Deep Learning for Time-Series Imputation, including an unmissable paper and tool list about applying neural networks to impute incomplete time series containing NaN missing values/data
benchmark data-mining deep-learning imputation incomplete-time-series interpolation irregular-time-series machine-learning missing-data missing-values
415 stars
46 forks
123 projects
Last updated: 31 Mar 2026
awesome-time-series-forecasting
Awesome time series forecasting papers and codes
awesome quantitative-finance time-series time-series-forecasting
239 stars
27 forks
222 projects
Last updated: 05 Apr 2026
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
216 stars
30 forks
1,884 projects
Last updated: 28 Mar 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
215 stars
15 forks
40 projects
Last updated: 22 Mar 2026
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
208 stars
22 forks
271 projects
Last updated: 18 Apr 2026
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
181 stars
20 forks
72 projects
Last updated: 07 Apr 2026
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
136 stars
25 forks
49 projects
Last updated: 01 Apr 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
74 stars
10 forks
143 projects
Last updated: 29 Mar 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
30 stars
13 forks
40 projects
Last updated: 25 Jan 2026
awesome-data-quality
A comprehensive collection of data quality resources, tools, papers, and projects across various data types including traditional data, LLM pretraining/fine-tuning data, multimodal data, and more. Essential reference for researchers and practitioners in data-centric AI.
awesome awesome-list data-centric-ai data-cleaning data-curation data-preprocessing data-quality data-validation graph-data llm
26 stars
6 forks
89 projects
Last updated: 21 Mar 2026
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
14 stars
1 forks
481 projects
Last updated: 22 Oct 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
5 stars
2 forks
64 projects
Last updated: 17 Apr 2026
awesome-loss-functions
📚 350+ loss functions across 25+ AI subdomains — classification, GANs, diffusion, LLM alignment, RL, contrastive learning, audio, video, time series, and more. Chronologically ordered with paper links, math formulas, and implementations.
awesome awesome-list computer-vision contrastive-learning deep-learning diffusion-models gan generative-models knowledge-distillation llm-alignment
3 stars
0 forks
341 projects
Last updated: 14 Mar 2026
awesome-automated-ai
A curated list of 250+ tools for Automated AI/ML - from hyperparameter optimization to autonomous AI agents.
ai-agents artificial-intelligence automated-machine-learning automl awesome awesome-list curated-list data-science deep-learning feature-engineering
0 stars
0 forks
46 projects
Last updated: 27 Apr 2026