Ecosyste.ms: Awesome

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

33 "mining" Awesome Lists

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

analytics awesome-list data-mining data-science data-scientists data-visualization deep-learning hacktoberfest machine-learning science

23,885 stars
5,759 forks
814 projects

Last updated: 23 May 2024

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

awesome awesome-list data-mining deep-learning explainability interpretability large-scale-machine-learning large-scale-ml machine-learning machine-learning-operations

16,443 stars
2,181 forks
600 projects

Last updated: 28 May 2024

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

awesome awesome-list deep-learning language machine-learning natural-language-processing nlp text-mining

15,960 stars
2,558 forks
203 projects

Last updated: 15 Apr 2024

awesome-ml-for-cybersecurity

:octocat: Machine Learning for Cyber Security

awesome-list cyber-security data-mining machine-learning

6,894 stars
1,714 forks
164 projects

Last updated: 23 May 2024

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

2,831 stars
446 forks
54 projects

Last updated: 22 May 2024

awesome-fraud-detection-papers

A curated list of data mining papers about fraud detection.

churn classification classifier credit-card-fraud credit-card-fraud-detection credit-card-validation credit-scoring data-mining data-science deep-learning

1,557 stars
296 forks
186 projects

Last updated: 18 May 2024

awesome-self-supervised-gnn

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

deep-learning graph-mining graph-neural-networks graph-self-supervised-learning machine-learning pre-training pretraining self-supervised-learning

1,484 stars
164 forks
440 projects

Last updated: 22 May 2024

Awesome-FL

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

artificial-intelligence awesome computer-vision data-mining database deep-learning efficiency federated-learning federated-learning-framework graph

1,305 stars
163 forks
1,858 projects

Last updated: 12 May 2024

awesome-AI-books

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

ai algorithms artificial-intelligence books data-mining deep-learning learning machine-learning mathematics pdf

1,182 stars
299 forks
141 projects

Last updated: 18 Dec 2023

awesome-AI-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

anomalydetection awesome awesome-list changepoint-detection classification data-mining deep-learning forecasting machine-learning missing-data

1,037 stars
105 forks
563 projects

Last updated: 22 May 2024

graph-adversarial-learning-literature

A curated list of adversarial attacks and defenses papers on graph-structured data.

adversarial-attacks adversarial-machine-learning awesome-list data-mining deep-learning graph-algorithms graph-attack graph-data literature-review machine-learning

811 stars
127 forks
314 projects

Last updated: 18 May 2024

Awesome-Deep-Graph-Clustering

Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

clustering data-mining data-mining-algorithms deep-clustering deep-learning gcn graph-convolutional-networks graph-embedding graph-neural-networks graphclustering

710 stars
131 forks
189 projects

Last updated: 23 May 2024

data-science-with-ruby

Practical Data Science with Ruby based tools.

awesome awesome-list data-analysis data-analytics data-mining data-science data-visualization list ruby rubydatascience

695 stars
51 forks
101 projects

Last updated: 13 May 2024

game-datasets

:video_game: A curated list of awesome game datasets, and tools to artificial intelligence in games

artificial-intelligence awesome awesome-game awesome-list data-mining database dataset game games

665 stars
44 forks
187 projects

Last updated: 19 May 2024

awesome-graph-transformer

Papers about graph transformers.

deep-learning graph-mining graph-neural-networks graph-transformer machine-learning transformer transformers

653 stars
58 forks
93 projects

Last updated: 27 May 2024

text_mining_resources

Resources for learning about Text Mining and Natural Language Processing

awesome awesome-list data-mining list machine-learning natural-language-processing nlp nlp-machine-learning sentiment-analysis text-analysis

553 stars
200 forks
528 projects

Last updated: 09 May 2024

awesome-sentiment-analysis

Repository with all what is necessary for sentiment analysis and related areas

lexicon nlp nlp-machine-learning opinion-mining sentiment-analysis sentiment-classification sentiment-classifier sentiment-lexcions sentiment-polarity text-analysis

525 stars
108 forks
98 projects

Last updated: 13 May 2024

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

479 stars
65 forks
215 projects

Last updated: 22 May 2024

awesome-computational-social-science

A list of awesome resources for Computational Social Science

awesome-list computational-social-science network-analysis python rstats text-mining

469 stars
59 forks
294 projects

Last updated: 22 May 2024

awesome-msr

A curated repository of software engineering repository mining data sets

awesome awesome-list dataset ghtorrent mining msr

404 stars
67 forks
69 projects

Last updated: 12 May 2024

awesome-bioie

🧫 A curated list of resources relevant to doing Biomedical Information Extraction (including BioNLP)

awesome awesome-list bioinformatics biomedical biomedical-data biomedical-language information-extraction medical-informatics natural-language-processing nlp

309 stars
32 forks
120 projects

Last updated: 19 May 2024

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

295 stars
4 forks
104 projects

Last updated: 21 May 2024

awesome-hungarian-nlp

A curated list of NLP resources for Hungarian

awesome awesome-list computational-linguistics corpus corpus-linguistics dataset hungarian hungarian-language information-extraction information-retrieval

208 stars
18 forks
159 projects

Last updated: 08 May 2024

awesome-graph-ood

Papers about out-of-distribution generalization on graphs.

deep-learning graph-mining graph-neural-networks machine-learning out-of-distribution-generalization

141 stars
9 forks
73 projects

Last updated: 27 Apr 2024

awesome-AI-tutorials-surveys

A professional list of Tutorials and Surveys on DL, ML, DM, CV, NLP, Speech in top AI conferences and journals.

ai artificial-intelligence awesome computer-vision data-mining data-science deep-learning machine-learning natural-language-processing review

111 stars
13 forks
134 projects

Last updated: 16 May 2024

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

104 stars
22 forks
1,884 projects

Last updated: 30 May 2024

awesome-text-summarization

Text summarization starting from scratch.

abstractive-summarization deep-learning extractive-summarization nlp papers-collection sentence-compression text-mining text-summarization

94 stars
16 forks
61 projects

Last updated: 07 Jan 2024

awesome-topic-models

✨ Awesome - A curated list of amazing Topic Models (implementations, libraries, and resources)

author-topic-model awesome awesome-list dirichlet-multinomial dirichlet-process-mixtures dynamic-topic-modeling hierarchical-dirichlet-processes labeled-lda latent-dirichlet-allocation latent-semantic-analysis

75 stars
5 forks
238 projects

Last updated: 27 Apr 2024

awesome-blockchain

Curated List of awesome Blockchain and Crytocurrency Resources

awesome awesome-list bicoin blockchain cryptocurrencies dapp erc20 ethereum exchanges mining

70 stars
14 forks
629 projects

Last updated: 30 Mar 2024

awesome-graph-representation-learning

A curated list of awesome graph representation learning.

adversarial-learning awesome-list graph graph-convolutional-networks graph-embedding graph-mining graph-neural-networks graph-representation-learning

66 stars
5 forks
32 projects

Last updated: 05 Dec 2023

awesome-text-ml

A curated list of ML awesome frameworks & libraries for text data

awesome-list awesome-lists deep-learning machine-learning ml natural-language practical-machine-learning python text-analysis text-classification

15 stars
2 forks
35 projects

Last updated: 17 Apr 2023

awesome-data-science

Laundry List of Data Science / ML /AI resources available online

artificial-intelligence blog cnn data data-mining data-science deep-learning deep-neural-networks documentation machine-learning

15 stars
7 forks
93 projects

Last updated: 08 Apr 2024

Keywords
awesome-list 2,638 awesome 2,333 machine-learning 345 list 304 deep-learning 295 resources 238 hacktoberfest 206 awesome-lists 200 lists 164 python 160 javascript 139 security 121 computer-vision 108 blockchain 105 data-science 87 artificial-intelligence 86 ai 78 nlp 78 open-source 73 react 73 tools 71 android 66 natural-language-processing 66 curated-list 66 chatgpt 65 ethereum 62 learning 60 ios 60 linux 58 awesome-readme 57 devops 55 papers 54 css 53 llm 52 reinforcement-learning 50 nodejs 49 computer-science 45 kubernetes 45 awesome-resources 44 game-development 44 robotics 43 tutorial 42 golang 42 macos 41 large-language-models 41 privacy 40 design 39 bitcoin 39 frontend 39 paper 39 java 38 datasets 37 deep-neural-networks 37 cybersecurity 37 php 37 collection 36 programming 36 openai 35 cryptocurrency 35 web 35 books 35 cloud 35 development 35 rust 34 web3 34 dataset 34 hacking 33 go 33 swift 32 data 31 opensource 31 security-tools 30 neural-network 30 education 30 gamedev 29 iot 29 database 29 data-visualization 29 tutorials 28 aws 27 vue 27 gpt 27 research 27 community 26 html 26 free 25 libraries 25 collections 25 architecture 25 smart-contracts 25 tensorflow 25 github 24 software 24 flutter 24 courses 24 paper-list 23 solidity 23 docker 23 developer-tools 23 ruby 23 framework 23 gpt-4 23 game 22 hardware 22 typescript 22 algorithms 22 bioinformatics 22 automation 22 games 21 reactjs 21 testing 21 react-native 21 video 21 gpt-3 21 object-detection 21 defi 21 angular 20 cpp 20 links 20 api 20 documentation 20 graph-neural-networks 19 audio 19 startups 19 science 19 survey 19 best-practices 19 music 19 windows 18 pytorch 18 awesomeness 18 serverless 18 federated-learning 18 embedded 18 software-engineering 18 csharp 18 web-development 18 unity 18 segmentation 18 hacktoberfest-accepted 18 dotnet 18 productivity 18 self-supervised-learning 18 interview 17 visualization 17 mobile 17 data-mining 17 cryptography 17 llms 17 knowledge-graph 17 infosec 17 transformer 17 microsoft 17 ml 17 youtube 17 neural-networks 17 raspberry-pi 17 awsome 17 computer-graphics 17 pentesting 16 osint 16 time-series 16 r 16 cloud-computing 16 git 16 apple 16 deeplearning 16 programming-language 16 markdown 16 data-analysis 16 slam 16 kotlin 16 containers 16 ui 15 django 15 c 15 opendata 15 decentralized 15 roadmap 15 azure 15 image-processing 15 penetration-testing 15 front-end 15 multimodal 15 crypto 15 engineering 15 microservices 14 machinelearning 14 guidelines 14 mathematics 14 chinese 14 website 14 jobs 14 cloud-native 14 awsome-list 14 graph 14 game-engine 14 blogs 14 big-data 14 graphql 14 startup 14 marketing 14 deep-reinforcement-learning 14 language 14 cli 14 saas 13 detection 13 coding 13 autonomous-vehicles 13 webgl 13 optimization 13 knowledge 13 multimodal-deep-learning 13 autonomous-driving 13 python3 13 self-hosted 13 vuejs 13 sql 13 statistics 13 reverse-engineering 13 webassembly 12 bugbounty 12 bash 12 data-engineering 12 devsecops 12 recommender-system 12 mlops 12 wordpress 12 code 12 ros 12 speech-recognition 12 representation-learning 12 bert 12 cms 12 stable-diffusion 12 svelte 12 mysql 12 llama 12 generative-adversarial-network 12 prompt-engineering 12 chatbot 12 finance 12 generative-art 12 generative-ai 12 gis 12 library 12 dart 12 diffusion-models 12 podcast 12 software-development 12 analytics 12 backend 12 distributed-systems 12 hacktoberfest2020 11 dapp 11 technology 11 elasticsearch 11 resource 11 ecommerce 11 curated 11 networking 11 pentest 11 automl 11 remote-sensing 11 laravel 11 algorithm 11 gan 11 monitoring 11 microservice 11 cheatsheet 11 pwa 11 icons 11 p2p 11 data-structures 11 seo 11 dotnet-core 10 android-development 10 open-data 10 articles 10 unicorns 10 front-end-development 10 prompt 10 hacktoberfest2021 10 question-answering 10 rails 10 apps 10 node 10 malware-analysis 10 performance 10 terminal 10 static-analysis 10 blog 10 android-library 10 transformers 10 evm 10 mac 10 search-engine 10 telegram 10 oss 10 text-mining 10 storage 10 search 10 guide 10 wasm 10 unity3d 10 model-compression 10 plugins 10 graphics-programming 10 transfer-learning 10 graphics 10 point-cloud 10 course 10 vscode 10 swiftui 9 trading 9 webpack 9 readme 9 planning 9 conference 9 quantum-computing 9 creative-coding 9 reddit 9 databases 9 foss 9 sysadmin 9 react-components 9 projects 9 authentication 9 malware 9 simulation 9 gpts 9 fuzzing 9 design-systems 9 free-software 9 pose-estimation 9 gaming 9 quantization 9 semantic-web 9 font 9 language-model 9 book 9 vr 9 frameworks 9 command-line 9 movies 9 discord 9 interview-questions 9 js 9 interpretability 9 reading-list 9 speech-processing 9 podcasts 9 vision-and-language 9 ansible 9 indonesia 9 fpga 9 chatgpt-api 8 art 8 bsd 8 programming-languages 8 erlang 8 management 8 korean 8 nerf 8 gpu 8 text-to-image 8 static-site-generator 8 privacy-tools 8 application 8 machine-learning-algorithms 8 anomaly-detection 8 twitter 8 augmented-reality 8 multimodal-learning 8 neural-architecture-search 8 blockchain-technology 8 time-series-analysis 8 operating-system 8 ux 8 postgresql 8 ide 8 xai 8 yolo 8 sentiment-analysis 8 json 8 learning-resources 8 xcode 8 websites 8 ubuntu 8 videos 8 edge-computing 8 article 8 vision-transformer 8 classification 8 hosting 8 google 8 arduino 8 cross-platform 8 fairness 8 developer 8 generative-model 8 animation 8 few-shot-learning 8 tracking 8 jupyter-notebook 8 haskell 8 powershell 8 prometheus 8 3d-graphics 8 leadership 8 ctf 8 system-design 8 geospatial 8 spring-boot 8 microservices-architecture 8 email 8 cv 8 cvpr 8 bookmarks 8 in-context-learning 8 pruning 8 sre 7 hacks 7 cheatsheets 7 notes 7 chinese-translation 7 beginner-friendly 7 vulnerabilities 7 rest-api 7 infrastructure 7 nosql 7 3d-vision 7 spark 7 earth-observation 7 3d 7 tips 7 semantic-segmentation 7 speech 7 bots 7 software-architecture 7 awesome-go 7 social-network 7 map 7 meta-learning 7 btc 7 domain-adaptation 7 hacking-tools 7 paas 7 curated-lists 7 interview-preparation 7 load-testing 7 maps 7 forensics 7 climate-change 7 lightning-network 7 drug-discovery 7 selfhosted 7 npm 7 wordpress-plugin 7 physics 7 adversarial-attacks 7 flutter-apps 7 checklist 7 flutter-examples 7 flask 7 conferences 7 applications 7 reasoning 7 nginx 7 reference 7 leetcode 7 k8s 7 terraform 7 healthcare 7 production 7 unsupervised-learning 7 speech-to-text 7 explainable-ai 7 network 7 ui-design 7 infrastructure-as-code 7 golang-library 7 gcp 7 aigc 7 webcomponents 7 ionic 7 image-classification 7 fintech 7 adversarial-machine-learning 7 chemistry 7 distributed-computing 7 writing 7 minecraft 7 open-science 7 code-generation 7 guides 7 knowledge-base 7 opengl 7 game-design 6 career 6