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

"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

3,165 stars
462 forks
55 projects

Last updated: 20 Sep 2026

awesome_time_series_in_python

This curated list contains python packages for time series analysis

machine-learning python statistics time-series

2,263 stars
365 forks
69 projects

Last updated: 21 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

1,716 stars
382 forks
106 projects

Last updated: 17 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-time-series

list of papers, code, and other resources

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

1,061 stars
160 forks
149 projects

Last updated: 14 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
217 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_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

429 stars
46 forks
123 projects

Last updated: 11 Oct 2026

awesome-time-series-forecasting

Awesome time series forecasting papers and codes

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

311 stars
37 forks
232 projects

Last updated: 11 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-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

212 stars
21 forks
298 projects

Last updated: 21 Sep 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

145 stars
28 forks
152 projects

Last updated: 27 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-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
16 forks
98 projects

Last updated: 05 Oct 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

9 stars
1 forks
52 projects

Last updated: 24 Sep 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

5 stars
2 forks
46 projects

Last updated: 12 Oct 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
65 projects

Last updated: 17 Apr 2026

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framework 31 mlops 31 transformer 30 bioinformatics 30 gemini 30 image-generation 30 aws 30 llm-agents 30 projects 30 penetration-testing 30 defi 30 csharp 29 windows 29 libraries 29 knowledge-graph 29 best-practices 29 architecture 29 crypto 29 openclaw 29 pytorch 28 learning-resources 28 cryptography 28 object-detection 28 cursor 27 microsoft 27 music 27 chinese 27 git 27 slam 27 links 27 osint 27 foundation-models 27 tensorflow 27 smart-contracts 26 autonomous-agents 26 vibe-coding 26 jobs 26 interview 26 angular 26 claude-skills 26 seo 26 ui 26 data-analysis 26 self-supervised-learning 26 jev 26 chatbot 25 markdown 25 mcp-server 25 mobile 25 library 25 3d 25 infosec 25 data-mining 25 time-series 25 neural-networks 25 computer-graphics 24 startups 24 text-to-video 24 deepseek-harness 24 embedded 24 text-to-image 24 awsome-list 24 startup 24 nextjs 24 roadmap 24 science 24 kotlin 23 audio 23 serverless 23 dsh 23 c 23 autonomous-driving 23 awesomeness 23 segmentation 23 django 23 mcp-servers 23 apple 23 python3 23 mathematics 23 reasoning 23 apps 23 unity 23 federated-learning 22 game-engine 22 embodied-ai 22 programming-language 22 devsecops 22 cloud-computing 22 networking 22 langchain 22 llama 22 terminal 21 benchmark 21 gpt-3 21 sql 21 deeplearning 21 azure 21 visualization 21 finance 21 awsome 21 gis 21 software-development 21 monitoring 21 hacktoberfest-accepted 21 blog 21 ai-coding 21 coding 21 optimization 21 dsh-plugin 21 stable-diffusion 21 graph 21 remote-sensing 20 transformers 20 engineering 20 blogs 20 r 20 decentralized 20 website 20 opendata 20 multi-agent 20 youtube 20 js 19 generative-art 19 graphql 19 gpt-4 19 vlm 19 curated 19 statistics 19 telegram 19 cheatsheet 19 representation-learning 19 ai-safety 19 raspberry-pi 19 guidelines 18 backend 18 cloud-native 18 ai-video 18 machinelearning 18 swiftui 18 front-end 18 prompt 18 code 18 bash 18 software-libre 18 large-language-model 18 bugbounty 18 nerf 17 image-processing 17 autonomous-vehicles 17 pentest 17 data-structures 17 mllm 17 webgl 17 quantization 17 analytics 17 command-line 17 performance 17 language 17 speech-recognition 17 aigc 17 foss 17 knowledge 17 system-one 17 animation 17 containers 17 ai-security 17 diffusion 16 algorithm 16 awesome-ai 16 big-data 16 ros 16 coding-agents 16 classification 16 readme 16 medical-imaging 16 ecommerce 16 laravel 16 distributed-systems 16 data-engineering 16 generative-model 16 anomaly-detection 16 copilot 16 android-development 16 bert 16 mac 16 microservices 16 technology 16 llmops 16 selfhosted 16 reddit 16 malware-analysis 16 articles 16 spain 16 vscode 16 videos 16 espana 16 datos-abiertos 16 dart 16 pose-estimation 16 solana 16 memory 16 resource 15 multimodal-large-language-models 15 github-actions 15 llm-security 15 free-software 15 ctf 15 system-design 15 npm 15 vuejs 15 objective-c 15 detection 15 multimodal-deep-learning 15 beginner-friendly 15 typesafe-ai 15 trading 15 leetcode 15 code-generation 15 evm 15 p2p 14 podcast 14 typesafe 14 graphics 14 generative-adversarial-network 14 students 14 recommender-system 14 observability 14 cms 14 yolo 14 oss 14 evaluation 14 planning 14 workflow 14 multi-agent-systems 14 vision-language-model 14 react-components 14 transfer-learning 14 llm-tools 14 mysql 14 knowledge-base 14 interview-questions 14 bug-bounty 14 art 14 3d-graphics 14 xai 14 language-model 14 webassembly 14 wasm 14 static-analysis 14 sysadmin 14 dotnet-core 14 vector-database 14 node 14 multimodal-learning 14 gan 14 android-library 14 gaming 14 pwa 13 ui-design 13 dapp 13 programming-languages 13 semantic-segmentation 13 open-science 13 directory 13 databases 13 rl 13 deep-reinforcement-learning 13 svelte 13 ai-art 13 compliance 13 wordpress 13 quantitative-finance 13 developer 13 unicorns 13 neuroscience 13 icons 13 search 13 storage 13 frameworks 13 speech-to-text 13 microservice 13 discord 13 sre 13 healthcare 13 time-series-analysis 13 geospatial 13 simulation 13 continual-learning 13 few-shot-learning 13 guide 13 rest-api 12 machine-learning-algorithms 12 video-editing 12 graphics-programming 12 image 12 es6 12 chain-of-thought 12 privacy-tools 12 management 12 software-architecture 12 automl 12 threat-intelligence 12 ros2 12 authentication 12 lua 12 google 12 unity3d 12 cross-platform 12 leadership 12 prompt-injection 12 reading-list 12 gpu 12 cuda 12 rails 12 gobierno-abierto 12 article 12 question-answering 12 fuzzing 12 hacking-tools 12 search-engine 12 alternatives 12 elasticsearch 12 vision-and-language 12 ai-development 12 qwen 12 llm-agent 11 3d-reconstruction 11 indonesia 11 templates 11 webapp 11 cicd 11 webpack 11 anime 11 cyber-security 11 cvpr 11 redteam 11 haskell 11 social-network 11 arduino 11 agent-memory 11 course 11 benchmarks 11 retrieval-augmented-generation 11 coding-agent 11 in-context-learning 11 writing 11 application 11 mobile-development 11