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

0 "mlops" Awesome Lists

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

20,181 stars
2,521 forks
523 projects

Last updated: 26 Feb 2026

awesome-llmops

An awesome & curated list of best LLMOps tools for developers

ai-development-tools awesome-list llmops mlops

5,602 stars
560 forks
358 projects

Last updated: 10 Feb 2026

awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

ai awesome data-science machine-learning machine-learning-engineering ml mle mlops

5,038 stars
678 forks
310 projects

Last updated: 23 Feb 2026

awesome-ai-tools

A curated list of Artificial Intelligence Top Tools

ai ai-agent ai-agents ai-assistant ai-tools ai-tools-list ai-top-tools awesome awesome-ai awesome-ai-tools

4,329 stars
942 forks
435 projects

Last updated: 06 Feb 2026

awesome-argo

A curated list of awesome projects and resources related to Argo (a CNCF graduated project)

argo argo-events argo-rollouts argo-workflows argocd awesome awesome-list awesome-lists cloud-native cncf

2,397 stars
187 forks
405 projects

Last updated: 24 Feb 2026

awesome-MLSecOps

A curated list of MLSecOps tools, articles and other resources on security applied to Machine Learning and MLOps systems.

awesome cloud data-poisoning devsecops exploit large-language-models llm machine-learning machine-learning-security mlops

421 stars
65 forks
190 projects

Last updated: 16 Feb 2026

awesome-mlops

All the available resources to master MLOPS from scratch

automl aws-sagemaker azure-ml bentoml dagshub django docker dvc fastapi git

368 stars
59 forks
140 projects

Last updated: 22 Feb 2026

Data-Engineering-Roadmap

Roadmap for Data Engineering

awesome awesome-list awesome-resources ci-cd cloud data-science database dataengineering datapipeline datapreprocessing

240 stars
30 forks
119 projects

Last updated: 16 Feb 2026

awesome-kubeflow

A curated list of awesome projects and resources related to Kubeflow (a CNCF incubating project)

awesome awesome-list awesome-lists cloud-native cncf data-pipelines data-science deep-learning devops kubeflow

222 stars
20 forks
151 projects

Last updated: 31 Jan 2026

awesome-ai-safety

📚 A curated list of papers & technical articles on AI Quality & Safety

ai ai-alignment ai-quality ai-safety artificial-intelligence awesome awesome-list computer-vision ethical-ai llm

200 stars
22 forks
40 projects

Last updated: 31 Jan 2026

recommendations-for-engineers

All of my recommendations for aspiring engineers in a single place, coming from various areas of interest.

awesome awesome-list cybersecurity data-science lists machine-learning macos mlops pyxelr-setup resources

162 stars
29 forks
1,164 projects

Last updated: 17 Feb 2026

awesome-ai-agents

A curated list of awesome top best AI Agents

ai ai-agent ai-agents ai-agents-framework automation awesome awesome-ai-agents awesome-list ml mlops

112 stars
10 forks
45 projects

Last updated: 02 Feb 2026

awesome-security-for-ai

Awesome products for securing AI systems includes open source and commercial options and an infographic licensed CC-BY-SA-4.0.

ai appsec awesome awesome-list cybersecurity genai lists llm machine-learning ml

85 stars
13 forks
45 projects

Last updated: 20 Feb 2026

awesome-llmops

Awesome series for LLMOps

bard deep-learning feature-engineering gpt large-language-models llm llmops machine-learning mlops nlp

51 stars
9 forks
51 projects

Last updated: 16 Feb 2026

Awesome-LLM-Productization

Awesome-LLM-Productization: a curated list of tools/tricks/news/regulations about AI and Large Language Model (LLM) productization

ai awesome awesome-list large-language-models llm llm-inference llm-serving llmops machine-learning mlops

23 stars
4 forks
53 projects

Last updated: 10 Aug 2025

fucking-awesome-ai-tools

A curated list of Artificial Intelligence Top Tools. With repository stars⭐ and forks🍴

ai ai-agent ai-agents ai-assistant ai-tools ai-tools-list ai-top-tools awesome awesome-ai awesome-ai-tools

19 stars
2 forks
50 projects

Last updated: 04 Mar 2026

mlsecops-devsecops-awesome

A repository for MLSecOps and DevSecOps research and more!

awesome awesome-list devops devsecops jenkins-pipeline mlops mlsecops

17 stars
4 forks
37 projects

Last updated: 20 Feb 2026

Awesome-RAG-Production

A curated list of battle-tested tools, frameworks, and best practices for building scalable, production-grade Retrieval-Augmented Generation (RAG) systems.

ai artificial-intelligence awesome awesome-list curated-list generative-ai langchain large-language-models llamaindex llm

6 stars
3 forks
57 projects

Last updated: 07 Feb 2026

awesome-computer-vision-tools

Curated tools for the full CV pipeline: training, data augmentation, experiment tracking, inference, edge deployment, and MLOps.

artificial-intelligence awesome-list computer-vision data-augmentation deep-learning image-processing machine-learning mlops model-deployment python

5 stars
0 forks
133 projects

Last updated: 07 Mar 2026

awesome-mlops

Production-grade MLOps: Model deployment, monitoring, feature stores, and ML pipelines for real-world AI systems.

airflow cicd data-versioning docker dvc experiment-tracking feast feature-store kubeflow kubernetes

4 stars
0 forks
127 projects

Last updated: 23 Jan 2026

awesome-mlops

A curated list of tools, frameworks, platforms, and resources for Machine Learning Operations (MLOps).

awesome awesome-list awesome-lists machine-learning ml mlops

2 stars
2 forks
43 projects

Last updated: 09 Feb 2026

llmops

🚀 The Ultimate Curated List of LLMOps Tools, Frameworks, and Resources - A comprehensive collection of the best tools for Large Language Model Operations

ai-tools artificial-intelligence awesome-list deep-learning generative-ai huggingface inference langchain large-language-models llm

1 stars
0 forks
149 projects

Last updated: 20 Jan 2026

ai-llmops-index

Comprehensive LLMOps reference index: observability platforms, inference cost intelligence, failure mode taxonomy, stack compatibility matrices, and regulatory compliance mapping for LLMs in production.

ai-compliance ai-governance ai-infrastructure ai-observability ai-safety awesome-list llm-benchmarks llm-cost-comparison llm-evaluation llm-failure-modes

1 stars
0 forks
95 projects

Last updated: 12 Mar 2026

awesome-mac

🍏 Discover the best Mac apps, tools, and resources to boost your productivity and streamline your workflow.

application awesome awesome-mac data-mining desktop-apps interpretable-machine-learning interpretable-ml ml-operations ml-ops mlops

1 stars
0 forks
860 projects

Last updated: 15 Feb 2026

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awesome-list 3,982 awesome 3,614 awesome-lists 564 machine-learning 451 list 423 deep-learning 377 resources 328 ai 266 hacktoberfest 236 python 220 llm 209 lists 205 javascript 193 security 170 programming 165 artificial-intelligence 155 blockchain 140 computer-vision 137 open-source 123 nlp 122 tools 117 large-language-models 117 data-science 110 react 108 chatgpt 102 android 95 natural-language-processing 90 curated-list 90 linux 85 learning 85 devops 82 awesome-readme 81 css 78 ios 78 awesome-resources 77 papers 77 ethereum 73 cybersecurity 72 reinforcement-learning 72 nodejs 65 kubernetes 64 computer-science 64 rust 64 robotics 62 collection 61 playground 60 game-development 59 design 59 free-resources 59 macos 58 free 57 getvm 57 golang 57 java 56 openai 56 tutorials 55 survey 55 frontend 54 developer-tools 53 privacy 53 bitcoin 52 tutorial 51 go 51 datasets 50 hacking 50 web 50 web3 50 php 49 llms 49 paper 48 education 48 data 47 cloud 47 swift 46 gpt 45 development 45 labex 45 hands-on 45 books 45 html 44 dataset 44 deep-neural-networks 44 github 44 generative-ai 44 automation 43 cryptocurrency 43 security-tools 42 mcp 42 ai-agents 42 exercises 41 data-visualization 41 documentation 40 typescript 40 database 40 vue 40 ml 40 opensource 40 web-development 39 research 39 gamedev 39 docker 39 collections 38 software 37 agent 37 algorithms 37 iot 36 productivity 36 prompt-engineering 35 neural-network 35 paper-list 34 testing 34 game 34 reactjs 34 courses 34 aws 33 framework 33 diffusion-models 33 cpp 32 api 32 flutter 31 games 31 dotnet 30 multimodal 30 software-engineering 30 hardware 30 projects 30 community 30 transformer 30 graph-neural-networks 30 solidity 30 ruby 29 bioinformatics 29 architecture 29 video 29 react-native 28 crypto 28 libraries 28 smart-contracts 28 defi 28 ai-tools 28 agents 28 csharp 28 links 27 self-hosted 27 tensorflow 27 windows 27 mlops 26 science 26 object-detection 26 penetration-testing 26 music 26 library 25 microsoft 25 best-practices 25 cli 25 sql 25 cryptography 25 serverless 25 data-analysis 25 pytorch 25 self-supervised-learning 25 django 25 angular 25 coding 24 claude 24 pentesting 24 engineering 24 neural-networks 24 mathematics 24 git 24 jobs 24 infosec 24 mobile 24 slam 24 computer-graphics 24 data-mining 24 roadmap 23 programming-language 23 game-engine 23 c 23 learning-resources 23 nextjs 23 ui 23 software-development 23 awsome-list 23 r 23 knowledge-graph 23 unity 23 embedded 23 3d 23 saas 23 markdown 23 osint 23 visualization 22 blog 22 interview 22 reverse-engineering 22 statistics 22 kotlin 22 segmentation 22 awesomeness 22 startups 22 deeplearning 22 python3 22 autonomous-driving 21 gpt-4 21 foundation-models 21 gemini 21 federated-learning 21 hacktoberfest-accepted 21 blogs 21 agentic-ai 21 gpt-3 21 azure 21 chatbot 21 free-tutorials 21 opendata 21 cloud-computing 21 audio 21 apple 21 website 21 startup 21 apps 20 chinese 20 guidelines 20 raspberry-pi 20 graph 20 networking 20 data-structures 20 finance 20 marketing 20 js 20 llama 20 time-series 20 claude-code 20 awsome 20 machinelearning 20 front-end 19 anthropic 19 curated 19 youtube 19 reasoning 19 image-generation 19 rag 19 transformers 19 big-data 19 monitoring 19 bugbounty 19 stable-diffusion 18 graphql 18 backend 18 prompts 18 bash 18 representation-learning 18 optimization 18 code 18 decentralized 18 prompt 18 aigc 18 cheatsheet 17 knowledge 17 analytics 17 open-data 17 containers 17 cloud-native 17 beginner-friendly 17 data-engineering 17 generative-art 17 generative-model 17 seo 17 autonomous-vehicles 16 telegram 16 language 16 model-context-protocol 16 devsecops 16 dart 16 bert 16 webgl 16 image-processing 16 deepseek 16 vscode 16 speech-recognition 16 microservices 16 text-to-image 16 algorithm 16 nerf 16 articles 16 embodied-ai 15 animation 15 p2p 15 distributed-systems 15 selfhosted 15 readme 15 ros 15 android-development 15 laravel 15 pentest 15 technology 15 vibe-coding 15 vlm 15 terminal 15 malware-analysis 15 command-line 15 mcp-server 15 cms 15 plugins 15 evm 15 detection 15 resource 15 benchmark 15 leetcode 15 mysql 15 recommender-system 14 diffusion 14 quantization 14 language-model 14 oss 14 android-library 14 node 14 cross-platform 14 art 14 remote-sensing 14 langchain 14 generative-adversarial-network 14 databases 14 pose-estimation 14 large-language-model 14 anomaly-detection 14 code-generation 14 react-components 14 awesome-ai 14 swiftui 14 webassembly 14 mac 14 wasm 14 performance 14 graphics 14 multimodal-deep-learning 14 vuejs 14 npm 14 foss 14 videos 14 dotnet-core 14 google 14 icons 14 multimodal-learning 13 webdevelopment 13 deep-reinforcement-learning 13 yolo 13 application 13 discord 13 fuzzing 13 interview-questions 13 quantum-computing 13 semantic-segmentation 13 medical-imaging 13 microservice 13 gis 13 transfer-learning 13 pwa 13 video-generation 13 postgresql 13 svelte 13 hosting 13 search 13 frameworks 13 multimodal-large-language-models 13 vision-language-model 13 developer 13 wordpress 13 podcast 13 unicorns 13 edge-computing 12 webapp 12 model-compression 12 graphics-programming 12 infrastructure-as-code 12 image 12 guide 12 workflow 12 static-analysis 12 gaming 12 web-design 12 system-design 12 storage 12 objective-c 12 utilities 12 dapp 12 time-series-analysis 12 automl 12 search-engine 12 elasticsearch 12 gan 12 es6 12 authentication 12 cuda 12 llmops 12 chain-of-thought 12 rails 12 article 12 ai-agent 12 vision-and-language 12 solana 12 mllm 12 planning 12 sustainability 12 programming-languages 12 question-answering 12 datascience 12 static-site-generator 12 machine-learning-algorithms 11 reading-list 11 few-shot-learning 11 interpretability 11 infrastructure 11 movies 11 podcasts 11 font 11 unsupervised-learning 11 cursor 11 creative-coding 11 in-context-learning 11 anime 11 open-science 11 course 11 ui-design 11 ecommerce 11 bookmarks 11 hacktoberfest2020 11 mcp-servers 11 book 11 writing 11 ctf 11 cicd 11 climate-change 11 healthcare 11 threat-intelligence 11 webpack 11 ux 11 golang-library 11 mobile-development 11 minecraft 11 free-software 11 flutter-apps 11 point-cloud 11 continual-learning 11 3d-graphics 11 3d-reconstruction 11 software-architecture 11 front-end-development 11 unity3d 11 rest-api 11 arduino 11 cvpr 11 embedded-systems 11 rl 11 sysadmin 11 cv 10 design-systems 10 blockchain-technology 10 ai-art 10 apis 10 news 10 chatgpt-api 10 meta-learning 10 jupyter-notebook 10 cyber-security 10 privacy-tools 10 math 10 augmented-reality 10 ide 10 text-mining 10 game-design 10 explainable-ai 10 flutter-examples 10 knowledge-base 10 management 10 leadership 10 ionic 10 skills 10 hacktoberfest2021 10 flask 10 speech-processing 10 webcomponents 10 classification 10 bot 10 test-automation 10 trading 10 applications 10 reddit 10 email 10 ansible 10 python-library 10 xai 10 geospatial 10 hacking-tools 10 qwen 10 drones 10 uav 10 docs 10