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awesome-decision-tree-papers

A collection of research papers on decision, classification and regression trees with implementations.

cart catboost classification-model classification-trees classifier decision-tree decision-tree-classifier decision-tree-learning decision-tree-model ensemble-learning

2,450 stars
342 forks
423 projects

Last updated: 07 Jan 2026

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

1,762 stars
327 forks
225 projects

Last updated: 10 Jan 2026

awesome-gradient-boosting-papers

A curated list of gradient boosting research papers with implementations.

adaboost boosting catboost classification-algorithm classification-tree classification-trees classifier decision-tree deep-learning gradient-boosted-trees

1,037 stars
162 forks
543 projects

Last updated: 06 Jan 2026

awesome-gradient-boosting-papers

A curated list of gradient boosting research papers with implementations.

adaboost boosting boosting-algorithms classification-algorithm classifier decision-trees deep-learning gradient-boosted-trees gradient-boosting h2o

0 stars
0 forks
519 projects

Last updated: 09 Aug 2024

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awesome-list 3,897 awesome 3,554 awesome-lists 539 machine-learning 443 list 419 deep-learning 371 resources 323 ai 252 hacktoberfest 238 python 219 lists 203 llm 196 javascript 193 security 166 programming 163 artificial-intelligence 151 blockchain 139 computer-vision 133 open-source 119 nlp 117 tools 114 large-language-models 113 data-science 111 react 107 chatgpt 98 android 92 natural-language-processing 87 curated-list 87 linux 85 learning 84 devops 81 css 79 awesome-readme 79 papers 76 ios 75 awesome-resources 75 ethereum 75 reinforcement-learning 71 cybersecurity 69 computer-science 65 nodejs 63 kubernetes 63 rust 63 robotics 60 collection 60 playground 60 game-development 59 design 59 free-resources 59 macos 57 getvm 57 free 57 java 56 golang 55 openai 54 frontend 54 tutorials 54 survey 53 privacy 53 tutorial 52 developer-tools 51 bitcoin 51 datasets 51 web 50 hacking 50 go 49 llms 49 web3 48 paper 48 data 48 cloud 47 education 46 php 46 dataset 46 labex 45 swift 45 hands-on 45 development 45 html 44 deep-neural-networks 44 books 44 gpt 43 github 43 cryptocurrency 43 security-tools 42 automation 41 generative-ai 41 exercises 41 data-visualization 41 vue 40 database 39 opensource 39 typescript 39 web-development 39 algorithms 38 documentation 38 docker 38 gamedev 38 collections 37 ml 37 software 37 research 37 mcp 35 iot 35 neural-network 34 paper-list 34 courses 33 diffusion-models 33 framework 33 testing 33 reactjs 33 aws 33 api 32 agent 32 cpp 32 productivity 32 game 31 solidity 30 transformer 30 ai-agents 30 projects 30 hardware 30 graph-neural-networks 30 multimodal 30 software-engineering 30 community 30 flutter 29 dotnet 29 ruby 29 video 28 defi 28 architecture 28 libraries 28 games 28 smart-contracts 28 bioinformatics 28 csharp 28 prompt-engineering 28 tensorflow 27 react-native 27 links 27 penetration-testing 26 windows 26 self-hosted 26 cryptography 26 crypto 26 agents 26 serverless 25 sql 25 ai-tools 25 pytorch 25 microsoft 25 data-analysis 25 angular 25 music 25 science 25 self-supervised-learning 25 slam 24 django 24 object-detection 24 computer-graphics 24 osint 24 coding 24 data-mining 24 pentesting 24 git 24 cli 24 3d 23 engineering 23 markdown 23 ui 23 best-practices 23 library 23 unity 23 embedded 23 roadmap 23 c 23 game-engine 23 r 23 infosec 23 neural-networks 23 mobile 23 claude 23 mlops 22 visualization 22 nextjs 22 jobs 22 python3 22 interview 22 programming-language 22 deeplearning 22 segmentation 22 knowledge-graph 22 learning-resources 22 hacktoberfest-accepted 22 awsome-list 22 statistics 22 kotlin 21 audio 21 opendata 21 time-series 21 software-development 21 gpt-3 21 reverse-engineering 21 startups 21 blog 21 awesomeness 21 autonomous-driving 21 mathematics 21 website 21 gpt-4 21 apple 21 azure 21 cloud-computing 21 federated-learning 21 data-structures 21 free-tutorials 21 graph 20 blogs 20 front-end 20 chinese 20 marketing 20 saas 20 apps 20 foundation-models 20 js 20 machinelearning 20 chatbot 20 guidelines 20 awsome 20 llama 19 big-data 19 reasoning 19 curated 19 youtube 19 startup 19 bugbounty 19 raspberry-pi 19 decentralized 19 optimization 18 aigc 18 agentic-ai 18 networking 18 finance 18 representation-learning 18 code 18 anthropic 18 graphql 18 monitoring 18 backend 18 bash 18 stable-diffusion 18 beginner-friendly 17 generative-art 17 cloud-native 17 cheatsheet 17 knowledge 17 containers 17 open-data 17 transformers 17 seo 17 prompt 17 analytics 17 articles 16 webgl 16 data-engineering 16 vscode 16 image-processing 16 microservices 16 image-generation 16 algorithm 16 bert 16 devsecops 16 autonomous-vehicles 16 language 16 claude-code 16 deepseek 16 malware-analysis 15 detection 15 readme 15 dart 15 terminal 15 graphics 15 command-line 15 resource 15 mcp-server 15 selfhosted 15 pentest 15 text-to-image 15 technology 15 ros 15 laravel 15 android-development 15 gemini 15 animation 15 evm 15 mysql 15 cms 15 nerf 15 plugins 15 p2p 15 generative-adversarial-network 14 art 14 vuejs 14 foss 14 distributed-systems 14 node 14 videos 14 remote-sensing 14 awesome-ai 14 code-generation 14 icons 14 embodied-ai 14 databases 14 android-library 14 diffusion 14 benchmark 14 oss 14 rag 14 telegram 14 prompts 14 leetcode 14 generative-model 14 react-components 14 multimodal-deep-learning 14 mac 14 performance 14 vlm 14 language-model 14 large-language-model 14 recommender-system 14 webassembly 14 wasm 14 anomaly-detection 14 interview-questions 14 frameworks 13 wordpress 13 pose-estimation 13 vision-language-model 13 speech-recognition 13 multimodal-large-language-models 13 deep-reinforcement-learning 13 postgresql 13 fuzzing 13 swiftui 13 gis 13 transfer-learning 13 dotnet-core 13 application 13 developer 13 cross-platform 13 video-generation 13 vibe-coding 13 gan 13 microservice 13 webdevelopment 13 unicorns 13 svelte 13 npm 13 podcast 13 quantum-computing 13 pwa 13 search 13 static-site-generator 12 programming-languages 12 sustainability 12 image 12 datascience 12 multimodal-learning 12 vision-and-language 12 model-compression 12 model-context-protocol 12 solana 12 automl 12 workflow 12 dapp 12 es6 12 storage 12 static-analysis 12 discord 12 gaming 12 search-engine 12 time-series-analysis 12 graphics-programming 12 article 12 guide 12 elasticsearch 12 ui-design 12 google 12 web-design 12 hosting 12 infrastructure-as-code 12 webapp 12 authentication 12 mllm 12 rails 12 chain-of-thought 12 point-cloud 11 rest-api 11 sysadmin 11 climate-change 11 interpretability 11 front-end-development 11 golang-library 11 hacktoberfest2020 11 unsupervised-learning 11 cvpr 11 yolo 11 book 11 medical-imaging 11 ux 11 cuda 11 open-science 11 font 11 rl 11 langchain 11 ecommerce 11 planning 11 creative-coding 11 design-systems 11 few-shot-learning 11 course 11 question-answering 11 webpack 11 utilities 11 system-design 11 ai-agent 11 free-software 11 3d-graphics 11 unity3d 11 ctf 11 anime 11 objective-c 11 threat-intelligence 11 writing 11 jupyter-notebook 10 cv 10 3d-reconstruction 10 fpga 10 hacktoberfest2021 10 machine-learning-algorithms 10 cyber-security 10 text-mining 10 email 10 ide 10 test-automation 10 cursor 10 bot 10 speech-processing 10 redis 10 students 10 reading-list 10 movies 10 healthcare 10 edge-computing 10 interview-preparation 10 malware 10 classification 10 templates 10 android-application 10 android-app 10 drones 10 webdesign 10 semantic-segmentation 10 quantization 10 neuroscience 10 in-context-learning 10 hacking-tools 10 docs 10 infrastructure 10 cicd 10 vr 10 webcomponents 10 augmented-reality 10 ansible 10 mcp-servers 10 llmops 10 social-network 10 knowledge-base 10 software-architecture 10 flask 10 haskell 10 bookmarks 10 applications 10 ionic 10 podcasts 10 qwen 10 management 10 geospatial 10 chatgpt-api 10 arduino 10 bug-bounty 10 sre 10 xai 10 privacy-tools 10 blockchain-technology 10 semantic-web 10 flutter-apps 10 gpu 9 meta-learning 9