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

3,165 stars
464 forks
55 projects

Last updated: 26 Jun 2026

awesome_time_series_in_python

This curated list contains python packages for time series analysis

machine-learning python statistics time-series

2,250 stars
365 forks
69 projects

Last updated: 10 Jun 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

1,675 stars
375 forks
106 projects

Last updated: 14 Jun 2026

awesome-time-series

list of papers, code, and other resources

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

1,059 stars
164 forks
155 projects

Last updated: 16 Jun 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

861 stars
75 forks
223 projects

Last updated: 26 Jun 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

693 stars
98 forks
218 projects

Last updated: 17 Jun 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

551 stars
15 forks
135 projects

Last updated: 29 May 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

549 stars
50 forks
243 projects

Last updated: 18 May 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

491 stars
97 forks
41 projects

Last updated: 17 Jun 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

420 stars
45 forks
123 projects

Last updated: 23 Jun 2026

awesome-time-series-forecasting

Awesome time series forecasting papers and codes

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

282 stars
33 forks
232 projects

Last updated: 27 Jun 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

225 stars
15 forks
40 projects

Last updated: 01 Jun 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

222 stars
30 forks
1,884 projects

Last updated: 18 Jun 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
22 forks
277 projects

Last updated: 10 Jun 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

140 stars
25 forks
49 projects

Last updated: 13 May 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

77 stars
10 forks
143 projects

Last updated: 03 Jun 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

27 stars
6 forks
90 projects

Last updated: 27 May 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-ts-anomaly-detection-datasets

Collection of Time-Series Anomaly Detection Datasets

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

4 stars
1 forks
41 projects

Last updated: 07 Jun 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

2 stars
0 forks
46 projects

Last updated: 29 Jun 2026

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architecture 29 ruby 29 agent-skills 28 csharp 28 smart-contracts 28 cryptography 28 mobile 28 model-context-protocol 28 saas 28 music 27 slam 27 links 27 windows 27 ai-agent 27 science 27 object-detection 27 reverse-engineering 27 angular 27 tensorflow 27 best-practices 27 pytorch 26 openclaw 26 self-supervised-learning 26 image-generation 26 serverless 26 data-analysis 26 library 26 embedded 25 seo 25 infosec 25 3d 25 osint 25 learning-resources 25 jobs 25 knowledge-graph 25 django 25 coding 25 data-mining 25 nextjs 25 kotlin 25 ui 24 git 24 awsome-list 24 neural-networks 24 computer-graphics 24 chatbot 24 mathematics 24 foundation-models 24 devsecops 24 time-series 24 sql 24 markdown 24 awesomeness 23 reasoning 23 segmentation 23 unity 23 chinese 23 apple 23 blog 23 engineering 23 game-engine 23 audio 23 roadmap 23 autonomous-driving 23 interview 23 python3 22 c 22 deeplearning 22 cloud-computing 22 visualization 22 website 22 networking 22 programming-language 22 startups 22 startup 22 r 21 plugins 21 finance 21 federated-learning 21 graphql 21 benchmark 21 monitoring 21 llama 21 blogs 21 hacktoberfest-accepted 21 statistics 21 video-generation 21 mcp-server 21 gpt-3 21 awsome 21 software-development 21 js 20 terminal 20 machinelearning 20 youtube 20 curated 20 decentralized 20 opendata 20 graph 20 azure 20 deepseek 20 apps 20 stable-diffusion 19 gpt-4 19 transformers 19 llm-agents 19 langchain 19 embodied-ai 19 raspberry-pi 19 data-structures 19 backend 19 cursor 19 big-data 19 vibe-coding 19 text-to-image 19 speech-recognition 19 aigc 18 guidelines 18 analytics 18 cloud-native 18 front-end 18 bugbounty 18 generative-art 18 laravel 18 representation-learning 18 swiftui 18 telegram 18 ai-safety 18 optimization 18 prompt 18 generative-model 17 mcp-servers 17 bash 17 dart 17 code 17 codex 17 containers 17 autonomous-vehicles 17 nerf 17 knowledge 17 pentest 17 command-line 17 vlm 17 cheatsheet 17 animation 17 autonomous-agents 17 data-engineering 17 microservices 16 claude-skills 16 malware-analysis 16 ros 16 gis 16 language 16 espana 16 distributed-systems 16 webgl 16 videos 16 beginner-friendly 16 large-language-model 16 image-processing 16 algorithm 16 bert 16 quantization 16 android-development 16 spain 16 reddit 16 articles 16 foss 16 leetcode 15 gaming 15 pose-estimation 15 remote-sensing 15 anomaly-detection 15 multimodal-large-language-models 15 google 15 code-generation 15 resource 15 vscode 15 performance 15 cms 15 graphics 15 mysql 15 art 15 selfhosted 15 multimodal-deep-learning 15 vuejs 15 react-components 15 databases 15 evm 15 llmops 15 awesome-ai 15 technology 15 system-design 15 p2p 15 mllm 15 readme 15 multi-agent 15 diffusion 14 mac 14 icons 14 generative-adversarial-network 14 copilot 14 dotnet-core 14 wasm 14 webassembly 14 node 14 medical-imaging 14 oss 14 podcast 14 drones 14 vision-language-model 14 discord 14 language-model 14 android-library 14 yolo 14 ai-coding 14 deep-reinforcement-learning 14 detection 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static-site-generator 12 question-answering 12 vision-and-language 12 article 12 image 12 healthcare 12 infrastructure-as-code 12 cuda 12 compliance 12 ros2 12 ux 12 machine-learning-algorithms 12 threat-intelligence 12 rails 12 webapp 12 chain-of-thought 12 postgresql 12 guide 12 gpu 12 xai 12 fuzzing 12 authentication 12 elasticsearch 12 email 12 privacy-tools 12 free-software 12 test-automation 11 anime 11 podcasts 11 hacking-tools 11 vr 11 book 11 font 11 simulation 11 in-context-learning 11 writing 11 lua 11 swift-library 11 packages 11 cvpr 11 webpack 11 incident-response 11 hacktoberfest2020 11 apis 11 python-library 11 reading-list 11 drone 11 flutter-apps 11 design-systems 11 elixir 11 geospatial 11 math 11 management 11 unity3d 11 qwen 11 students 11 knowledge-base 11 few-shot-learning 11 3d-reconstruction 11 datascience 11 unsupervised-learning 11 evaluation 11