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"causal-inference" Awesome Lists

awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome baselines causal-inference causality causality-algorithms causality-analysis learning-to-rank multilabel-classification recommender-system unconfoundedness-assumption

3,198 stars
470 forks
151 projects

Last updated: 03 Oct 2025

Awesome-Decision-Making-Reinforcement-Learning

A selection of state-of-the-art research materials on decision making and motion planning.

algorithms artificial-intelligence autonomous-vehicles causal-inference decision-making deep-learning intelligent-transportation-systems inverse-reinforcement-learning machine-learning motion-control

228 stars
46 forks
33 projects

Last updated: 01 Aug 2025

Awesome-Uplift-Model

🛠 How to Apply Causal ML to Real Scene Modeling?How to learn Causal ML?【✔从Causal ML到实际场景的Uplift建模】

causal-inference causal-machine-learning causal-models uplift-modeling

146 stars
19 forks
79 projects

Last updated: 13 Sep 2025

awesome-marketing-machine-learning

A curated list of awesome machine learning libraries for marketing, including media mix models, multi touch attribution, causal inference and more

attribution awesome-list causal-inference clv machine-learning marketing media mmm mta recommendation-system

118 stars
11 forks
65 projects

Last updated: 01 Sep 2025

awesome-list

A list of useful stuff in Machine Learning, Computer Graphics, Software Development, ...

algorithm awesome-list causal-inference computer-graphics computer-vision data-processing data-visualization deep-learning desktop-development devops

15 stars
5 forks
1,345 projects

Last updated: 18 Jun 2025

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slam 24 osint 24 library 23 awsome-list 23 coding 23 markdown 23 serverless 23 cryptography 23 engineering 23 embedded 23 r 23 hacktoberfest-accepted 23 unity 23 ui 22 self-hosted 22 prompt-engineering 22 ai-agents 22 neural-networks 22 mobile 22 best-practices 22 infosec 22 game-engine 22 sql 22 gpt-4 22 mathematics 22 python3 22 data-analysis 22 3d 22 roadmap 22 knowledge-graph 21 apple 21 blog 21 awesomeness 21 visualization 21 startups 21 kotlin 21 segmentation 21 audio 21 free-tutorials 21 gpt-3 21 opendata 21 interview 21 cli 21 awsome 20 mlops 20 blogs 20 autonomous-driving 20 apps 20 programming-language 20 data-mining 20 guidelines 20 website 20 azure 20 jobs 20 cloud-computing 20 c 20 chinese 20 deeplearning 20 youtube 20 learning-resources 20 federated-learning 20 statistics 19 raspberry-pi 19 marketing 19 agents 19 graph 19 ai-tools 19 foundation-models 19 time-series 19 saas 19 reasoning 19 js 19 chatbot 19 reverse-engineering 18 representation-learning 18 curated 18 bash 18 graphql 18 nextjs 18 machinelearning 18 aigc 18 bugbounty 18 llama 18 startup 18 front-end 18 containers 17 image-processing 17 generative-art 17 algorithm 17 decentralized 17 backend 17 cloud-native 17 language 17 transformers 17 stable-diffusion 17 code 17 cheatsheet 17 knowledge 17 optimization 17 software-development 17 microservices 16 networking 16 cms 16 bert 16 data-structures 16 big-data 16 nerf 16 analytics 16 seo 16 webgl 16 articles 16 technology 15 icons 15 open-data 15 pentest 15 ros 15 mysql 15 graphics 15 animation 15 autonomous-vehicles 15 dart 15 resource 15 detection 15 monitoring 15 readme 15 android-library 14 webassembly 14 selfhosted 14 code-generation 14 devsecops 14 foss 14 oss 14 multimodal-deep-learning 14 vuejs 14 mac 14 distributed-systems 14 recommender-system 14 data-engineering 14 videos 14 deepseek 14 unicorns 14 language-model 14 p2p 14 telegram 14 large-language-model 14 performance 14 diffusion 14 art 14 node 14 terminal 14 prompt 14 android-development 14 awesome-ai 14 react-components 14 finance 14 embodied-ai 13 swiftui 13 podcast 13 postgresql 13 speech-recognition 13 microservice 13 agentic-ai 13 wordpress 13 webdevelopment 13 fuzzing 13 multimodal-large-language-models 13 deep-reinforcement-learning 13 wasm 13 transfer-learning 13 evm 13 remote-sensing 13 quantum-computing 13 generative-adversarial-network 13 search 13 frameworks 13 vscode 13 plugins 13 dotnet-core 13 command-line 13 text-to-image 13 malware-analysis 13 laravel 13 pose-estimation 13 gis 13 font 12 leetcode 12 search-engine 12 multimodal-learning 12 guide 12 elasticsearch 12 mcp-server 12 vision-and-language 12 interview-questions 12 image-generation 12 developer 12 cross-platform 12 gaming 12 npm 12 storage 12 image 12 anomaly-detection 12 infrastructure-as-code 12 chain-of-thought 12 static-site-generator 12 generative-model 12 gan 12 pwa 12 graphics-programming 12 rails 12 es6 12 webapp 12 discord 12 static-analysis 12 svelte 12 rag 12 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model-compression 10 writing 10 authentication 10 chatgpt-api 10 arduino 10 management 10 docs 10 email 10 android-application 10 workflow 10 social-network 10 templates 10 solana 10 bookmarks 10 malware 10 ide 10 3d-reconstruction 10 students 10 ansible 10 movies 10 gpts 10 augmented-reality 10 speech-processing 10 langchain 10 semantic-web 10 network 10 geospatial 10 datascience 10 machine-learning-algorithms 10 time-series-analysis 10 reading-list 10 system-design 10 explainable-ai 10 hacktoberfest2021 10 medical-imaging 10 text-mining 10 software-architecture 9 best-of 9 blogging 9 webdev 9 chrome 9 sre 9 flutter-examples 9 minecraft 9 conference 9 json 9 indonesia 9 drones 9 edge-computing 9 data-analytics 9 anime 9 quantization 9 anthropic 9 fairness 9 websites 9 cicd 9 infrastructure 9 xai 9 alternatives 9 ionic 9 llmops 9 exploit 9 reddit 9 math 9