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

"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

1,751 stars
382 forks
49 projects

Last updated: 24 Sep 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

1,134 stars
54 forks
468 projects

Last updated: 19 Oct 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

866 stars
73 forks
223 projects

Last updated: 23 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

700 stars
102 forks
218 projects

Last updated: 21 Oct 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: 17 Sep 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
136 projects

Last updated: 18 Sep 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

495 stars
95 forks
41 projects

Last updated: 08 Sep 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

299 stars
38 forks
184 projects

Last updated: 02 Sep 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-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

212 stars
21 forks
298 projects

Last updated: 21 Sep 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
14 forks
144 projects

Last updated: 04 Aug 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

67 stars
9 forks
120 projects

Last updated: 14 Aug 2026

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swift 53 education 52 bitcoin 52 tutorial 52 go 51 typescript 51 paper 50 llms 50 gpt 50 security-tools 50 frontend 50 free 50 productivity 49 web 49 agents 49 dataset 49 research 49 books 47 diffusion-models 47 deep-neural-networks 46 tutorials 46 github 46 paper-list 45 development 45 rag 45 skills 43 plugins 43 open-data 42 api 42 data-visualization 42 documentation 41 anthropic 41 vue 41 gamedev 41 docker 41 opensource 41 html 40 cloud 40 cryptocurrency 40 data 39 self-hosted 39 community 39 model-context-protocol 39 software 39 deepseek 38 ml 38 database 38 prompts 37 multimodal 36 neural-network 36 cpp 36 saas 36 collections 35 game 35 video-generation 35 ai-agent 35 labex 34 cli 34 iot 34 hands-on 34 software-engineering 33 exercises 33 algorithms 33 testing 33 reactjs 33 reverse-engineering 32 flutter 32 graph-neural-networks 32 pentesting 32 dotnet 32 video 32 courses 32 hardware 32 mlops 31 games 31 framework 31 react-native 31 marketing 31 solidity 31 penetration-testing 30 transformer 30 bioinformatics 30 llm-agents 30 web-development 30 image-generation 30 projects 30 ruby 30 gemini 30 aws 30 architecture 29 csharp 29 libraries 29 windows 29 knowledge-graph 29 codex 29 defi 29 best-practices 29 learning-resources 28 cryptography 28 crypto 28 openclaw 28 object-detection 28 pytorch 28 microsoft 27 music 27 links 27 foundation-models 27 git 27 osint 27 tensorflow 27 cursor 27 slam 27 chinese 27 data-analysis 26 interview 26 seo 26 jev 26 autonomous-agents 26 self-supervised-learning 26 smart-contracts 26 jobs 26 vibe-coding 26 angular 26 ui 26 3d 25 time-series 25 data-mining 25 infosec 25 markdown 25 library 25 neural-networks 25 mobile 25 chatbot 25 computer-graphics 24 mcp-server 24 text-to-image 24 claude-skills 24 deepseek-harness 24 text-to-video 24 roadmap 24 awsome-list 24 nextjs 24 science 24 embedded 24 startup 24 dsh 23 django 23 unity 23 kotlin 23 mathematics 23 apple 23 awesomeness 23 reasoning 23 startups 23 segmentation 23 autonomous-driving 23 mcp-servers 23 audio 23 python3 23 serverless 23 game-engine 22 cloud-computing 22 langchain 22 devsecops 22 networking 22 apps 22 programming-language 22 llama 22 c 22 embodied-ai 22 federated-learning 22 awsome 21 sql 21 hacktoberfest-accepted 21 dsh-plugin 21 optimization 21 monitoring 21 gpt-3 21 azure 21 benchmark 21 graph 21 ai-coding 21 stable-diffusion 21 blog 21 terminal 21 deeplearning 21 gis 21 visualization 21 coding 21 software-development 21 decentralized 20 opendata 20 engineering 20 youtube 20 finance 20 r 20 website 20 blogs 20 remote-sensing 20 multi-agent 20 transformers 20 cheatsheet 19 ai-safety 19 statistics 19 curated 19 gpt-4 19 graphql 19 raspberry-pi 19 representation-learning 19 vlm 19 telegram 19 generative-art 19 js 19 front-end 18 large-language-model 18 backend 18 bugbounty 18 ai-video 18 code 18 software-libre 18 machinelearning 18 prompt 18 bash 18 guidelines 18 cloud-native 18 swiftui 18 speech-recognition 17 knowledge 17 image-processing 17 foss 17 command-line 17 analytics 17 ai-security 17 mllm 17 quantization 17 language 17 aigc 17 data-structures 17 performance 17 containers 17 pentest 17 webgl 17 animation 17 nerf 17 autonomous-vehicles 17 system-one 17 reddit 16 algorithm 16 videos 16 diffusion 16 data-engineering 16 dart 16 distributed-systems 16 llmops 16 big-data 16 awesome-ai 16 ros 16 technology 16 readme 16 laravel 16 malware-analysis 16 generative-model 16 spain 16 articles 16 selfhosted 16 memory 16 microservices 16 medical-imaging 16 vscode 16 pose-estimation 16 bert 16 coding-agents 16 datos-abiertos 16 copilot 16 anomaly-detection 16 ecommerce 16 espana 16 android-development 16 classification 16 multimodal-deep-learning 15 beginner-friendly 15 evm 15 github-actions 15 llm-security 15 vuejs 15 trading 15 leetcode 15 detection 15 resource 15 multimodal-large-language-models 15 free-software 15 ctf 15 recommender-system 15 solana 15 system-design 15 typesafe-ai 15 code-generation 15 npm 15 mac 15 wasm 14 transfer-learning 14 static-analysis 14 typesafe 14 yolo 14 language-model 14 multi-agent-systems 14 sysadmin 14 cms 14 gan 14 objective-c 14 oss 14 llm-tools 14 react-components 14 multimodal-learning 14 xai 14 workflow 14 planning 14 mysql 14 bug-bounty 14 android-library 14 knowledge-base 14 vector-database 14 dotnet-core 14 gaming 14 podcast 14 webassembly 14 evaluation 14 vision-language-model 14 graphics 14 interview-questions 14 art 14 p2p 14 3d-graphics 14 node 14 observability 14 students 14 generative-adversarial-network 14 discord 13 neuroscience 13 ai-art 13 geospatial 13 open-science 13 healthcare 13 sre 13 wordpress 13 speech-to-text 13 programming-languages 13 search 13 few-shot-learning 13 storage 13 frameworks 13 semantic-segmentation 13 icons 13 compliance 13 time-series-analysis 13 continual-learning 13 simulation 13 deep-reinforcement-learning 13 ui-design 13 guide 13 svelte 13 unicorns 13 developer 13 pwa 13 dapp 13 rl 13 databases 13 microservice 13 directory 13 automl 12 ai-development 12 google 12 cross-platform 12 management 12 video-editing 12 hacking-tools 12 leadership 12 image 12 cuda 12 quantitative-finance 12 machine-learning-algorithms 12 question-answering 12 gpu 12 ros2 12 reading-list 12 rails 12 lua 12 article 12 vision-and-language 12 elasticsearch 12 fuzzing 12 search-engine 12 graphics-programming 12 es6 12 threat-intelligence 12 privacy-tools 12 gobierno-abierto 12 rest-api 12 software-architecture 12 unity3d 12 chain-of-thought 12 alternatives 12 prompt-injection 12 authentication 12 vulnerabilities 11 github-copilot 11 indonesia 11 packages 11 point-cloud 11 agent-memory 11 design-systems 11 cicd 11 earth-observation 11 fintech 11 course 11 quantum-computing 11 arduino 11 book 11 webpack 11 mobile-development 11 hacktoberfest2020 11 free-tutorials 11 postgresql 11 swift-library 11 anime 11 incident-response 11 interview-preparation 11 email 11