An open API service indexing awesome lists of open source software.

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

3,161 stars
463 forks
55 projects

Last updated: 20 Aug 2026

awesome_time_series_in_python

This curated list contains python packages for time series analysis

machine-learning python statistics time-series

2,261 stars
366 forks
69 projects

Last updated: 06 Sep 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

1,711 stars
378 forks
106 projects

Last updated: 29 Aug 2026

awesome-time-series-papers

An Awesome List of the latest time series papers and code from top AI venues.

anomaly-detection causal-discovery causal-discovery-methods early-detection irregular irregular-time-series time-series time-series-analysis time-series-classification time-series-early-classification

1,120 stars
53 forks
410 projects

Last updated: 29 Sep 2026

awesome-time-series

list of papers, code, and other resources

series-forecasting spatio-temporal time-series time-series-forecasting time-series-prediction

1,062 stars
163 forks
155 projects

Last updated: 22 Aug 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

865 stars
73 forks
223 projects

Last updated: 13 Sep 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

699 stars
99 forks
218 projects

Last updated: 08 Sep 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

551 stars
49 forks
243 projects

Last updated: 15 Aug 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

547 stars
14 forks
135 projects

Last updated: 19 Aug 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

492 stars
95 forks
41 projects

Last updated: 08 Aug 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

425 stars
45 forks
123 projects

Last updated: 20 Aug 2026

awesome-time-series-forecasting

Awesome time series forecasting papers and codes

awesome quantitative-finance time-series time-series-forecasting

308 stars
37 forks
232 projects

Last updated: 24 Aug 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

227 stars
15 forks
40 projects

Last updated: 20 Aug 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

224 stars
31 forks
1,884 projects

Last updated: 20 Jul 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
21 forks
298 projects

Last updated: 19 Aug 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

142 stars
26 forks
152 projects

Last updated: 10 Aug 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

81 stars
13 forks
144 projects

Last updated: 04 Aug 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

31 stars
14 forks
94 projects

Last updated: 24 Sep 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-ts-anomaly-detection-datasets

Collection of Time-Series Anomaly Detection Datasets

anomaly anomaly-detection awesome-list benchmark dataset machine-learning outlier-detection time-series

5 stars
1 forks
52 projects

Last updated: 23 Jun 2026

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

5 stars
1 forks
341 projects

Last updated: 23 Aug 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

4 stars
2 forks
46 projects

Last updated: 21 Sep 2026

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python3 23 interview 23 startup 23 startups 23 autonomous-driving 23 audio 23 devsecops 22 programming-language 22 coding 22 software-development 22 text-to-image 22 networking 22 website 22 federated-learning 22 c 22 llama 22 decentralized 22 awsome 21 ai-coding 21 apps 21 r 21 azure 21 visualization 21 benchmark 21 embodied-ai 21 gpt-3 21 terminal 21 hacktoberfest-accepted 21 monitoring 21 blogs 21 deeplearning 21 graphql 21 graph 20 js 20 optimization 20 transformers 20 gis 20 ai-safety 20 opendata 20 stable-diffusion 20 curated 20 youtube 20 big-data 19 speech-recognition 19 remote-sensing 19 raspberry-pi 19 multi-agent 19 gpt-4 19 generative-art 19 backend 19 cloud-native 19 vlm 19 statistics 19 representation-learning 19 telegram 19 pentest 18 code 18 front-end 18 aigc 18 data-structures 18 guidelines 18 bugbounty 18 swiftui 18 text-to-video 18 machinelearning 18 analytics 18 laravel 18 malware-analysis 17 cheatsheet 17 generative-model 17 prompt 17 knowledge 17 quantization 17 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vector-database 14 software-architecture 14 oss 14 ctf 14 gan 14 observability 14 discord 14 xai 14 podcast 14 language-model 14 dotnet-core 14 frameworks 14 utilities 14 vision-language-model 14 knowledge-base 14 planning 14 icons 14 ai-art 14 ui-design 14 android-library 14 generative-adversarial-network 14 mobile-development 14 open-science 14 healthcare 14 graphics 14 3d-graphics 14 wordpress 14 objective-c 13 geospatial 13 unicorns 13 quantum-computing 13 simulation 13 deepseek-harness 13 sustainability 13 search 13 infrastructure 13 rl 13 developer 13 few-shot-learning 13 automl 13 neuroscience 13 node 13 fintech 13 time-series-analysis 13 continual-learning 13 workflow 13 sre 13 model-compression 13 microservice 13 svelte 13 transfer-learning 13 rest-api 13 semantic-segmentation 13 speech-to-text 13 software-libre 13 deep-reinforcement-learning 13 interview-questions 13 free-software 13 sysadmin 13 programming-languages 13 dapp 13 storage 13 dsh-plugin 13 webdevelopment 13 static-analysis 13 threat-intelligence 13 drone 13 evaluation 13 multi-agent-systems 13 pwa 13 bug-bounty 13 guide 12 authentication 12 postgresql 12 fuzzing 12 cyber-security 12 elasticsearch 12 cicd 12 static-site-generator 12 classification 12 infrastructure-as-code 12 vision-and-language 12 compliance 12 machine-learning-algorithms 12 vulnerabilities 12 gpu 12 leadership 12 es6 12 image 12 graphics-programming 12 datos-abiertos 12 email 12 prompt-injection 12 social-media 12 chain-of-thought 12 reading-list 12 question-answering 12 ros2 12 webapp 12 search-engine 12 test-automation 12 cross-platform 12 cuda 12 rails 12 article 12 lua 12 privacy-tools 12 social-network 12 ux 12 application 12 creative-coding 12 web-design 12 management 12 llm-tools 12 edge-computing 12 indonesia 11 podcasts 11 writing 11 font 11 interpretability 11 video-editing 11 cvpr 11 hacktoberfest2020 11 python-library 11 packages 11