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

20,563 stars
2,573 forks
543 projects

Last updated: 27 May 2026

awesome-llmops

An awesome & curated list of best LLMOps tools for developers

ai-development-tools awesome-list llmops mlops

5,826 stars
821 forks
400 projects

Last updated: 07 Jun 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

5,226 stars
1,543 forks
435 projects

Last updated: 16 May 2026

awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

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

5,157 stars
734 forks
314 projects

Last updated: 30 May 2026

awesome-opensource-ai

Curated list of the best truly open-source AI projects, models, tools, and infrastructure.

agents ai artificial-intelligence awesome awesome-list generative-ai llm machine-learning mlops open-source

3,698 stars
411 forks
826 projects

Last updated: 29 May 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

2,448 stars
196 forks
405 projects

Last updated: 09 Jun 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

435 stars
74 forks
190 projects

Last updated: 13 May 2026

awesome-mlops

All the available resources to master MLOPS from scratch

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

371 stars
61 forks
140 projects

Last updated: 09 Apr 2026

Data-Engineering-Roadmap

Roadmap for Data Engineering

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

241 stars
30 forks
119 projects

Last updated: 12 Mar 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

227 stars
20 forks
151 projects

Last updated: 19 May 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

215 stars
34 forks
40 projects

Last updated: 22 May 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

164 stars
29 forks
1,200 projects

Last updated: 17 May 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

129 stars
26 forks
45 projects

Last updated: 14 Apr 2026

awesome-llmops

Awesome series for LLMOps

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

53 stars
14 forks
51 projects

Last updated: 10 May 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 list llamaindex

25 stars
8 forks
161 projects

Last updated: 17 Apr 2026

awesome-ai-sre

A curated list of 100+ AI-powered tools, platforms, and resources for Site Reliability Engineering (SRE) — agents, incident management, observability, AIOps, chaos engineering, and more.

ai-agents ai-sre aiops awesome awesome-list chaos-engineering cloud-native devops finops incident-management

25 stars
15 forks
100 projects

Last updated: 21 May 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
5 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

22 stars
12 forks
50 projects

Last updated: 06 Jun 2026

mlsecops-devsecops-awesome

A repository for MLSecOps and DevSecOps research and more!

awesome awesome-list devops devsecops jenkins-pipeline mlops mlsecops

21 stars
5 forks
37 projects

Last updated: 26 Apr 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

10 stars
4 forks
149 projects

Last updated: 25 May 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

9 stars
2 forks
127 projects

Last updated: 22 Apr 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

7 stars
0 forks
133 projects

Last updated: 14 Mar 2026

awesome-metaflow

Every Metaflow extension worth knowing, curated and organized

awesome-list data-science extensions machine-learning metaflow mlops python workflow-orchestration

6 stars
0 forks
75 projects

Last updated: 09 Mar 2026

awesome-ml-llm-case-studies

800+ real-world ML & LLM system design case studies from 150+ companies Google, Meta, Netflix, Uber, Airbnb & more. Production AI, not theory.

ai ai-agents artificial-intelligence awesome-lists case-studies computer-vision deep-learning generative-ai interview-preparation large-language-models

4 stars
0 forks
811 projects

Last updated: 13 May 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

4 stars
6 forks
45 projects

Last updated: 05 May 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

2 stars
0 forks
860 projects

Last updated: 02 Jun 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: 25 May 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

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awesome-list 4,252 awesome 3,830 awesome-lists 620 machine-learning 468 list 425 deep-learning 391 resources 333 ai 308 llm 255 hacktoberfest 231 python 227 lists 205 javascript 196 security 180 artificial-intelligence 170 programming 165 computer-vision 145 blockchain 144 open-source 141 large-language-models 128 nlp 128 tools 122 data-science 115 curated-list 110 chatgpt 109 react 108 ai-agents 97 android 96 natural-language-processing 92 devops 89 learning 87 linux 87 awesome-readme 85 cybersecurity 85 ios 81 papers 81 reinforcement-learning 79 awesome-resources 79 developer-tools 77 css 77 ethereum 76 mcp 74 robotics 71 rust 69 openai 68 kubernetes 67 nodejs 66 computer-science 65 collection 62 design 61 macos 61 survey 61 playground 61 game-development 60 golang 59 free-resources 59 tutorials 58 free 58 generative-ai 57 getvm 57 privacy 56 java 56 web3 56 hacking 54 datasets 54 frontend 54 php 53 bitcoin 53 tutorial 52 education 51 ai-tools 50 llms 50 go 50 paper 50 automation 50 web 49 swift 49 gpt 48 data 47 books 46 github 46 cloud 45 security-tools 45 agent 45 dataset 45 labex 45 development 45 hands-on 45 deep-neural-networks 44 prompt-engineering 44 cryptocurrency 44 typescript 43 research 43 html 43 data-visualization 43 productivity 42 database 42 documentation 42 exercises 41 opensource 41 gamedev 41 claude-code 40 api 40 docker 40 vue 40 ml 39 diffusion-models 39 web-development 39 software 38 collections 38 claude 38 paper-list 38 algorithms 37 game 36 iot 35 neural-network 35 multimodal 34 courses 34 cli 34 aws 34 testing 34 reactjs 34 agents 34 hardware 33 cpp 33 framework 33 community 32 agentic-ai 32 software-engineering 32 flutter 32 video 31 projects 31 react-native 31 rag 31 games 31 crypto 31 solidity 31 transformer 30 libraries 30 graph-neural-networks 30 mlops 30 self-hosted 30 defi 30 bioinformatics 29 ruby 29 architecture 29 dotnet 28 marketing 28 smart-contracts 28 gemini 28 mobile 28 penetration-testing 28 csharp 27 saas 27 best-practices 27 music 27 science 27 microsoft 27 cryptography 27 object-detection 27 pentesting 27 links 27 tensorflow 27 windows 27 slam 27 library 26 reverse-engineering 26 data-analysis 26 pytorch 26 self-supervised-learning 26 angular 26 serverless 26 django 25 knowledge-graph 25 osint 25 sql 25 jobs 25 data-mining 25 3d 25 git 25 infosec 25 prompts 25 coding 25 time-series 24 nextjs 24 chatbot 24 anthropic 24 computer-graphics 24 mathematics 24 awsome-list 24 learning-resources 24 markdown 24 kotlin 24 embedded 24 neural-networks 24 software-development 23 image-generation 23 engineering 23 segmentation 23 game-engine 23 c 23 programming-language 23 interview 23 unity 23 visualization 23 roadmap 23 ui 23 open-data 23 autonomous-driving 23 chinese 23 blog 23 monitoring 22 skills 22 statistics 22 seo 22 deeplearning 22 foundation-models 22 audio 22 awesomeness 22 apple 22 networking 22 startups 22 startup 22 openclaw 22 python3 22 ai-agent 22 reasoning 21 website 21 azure 21 cloud-computing 21 finance 21 awsome 21 hacktoberfest-accepted 21 federated-learning 21 devsecops 21 blogs 21 free-tutorials 21 gpt-3 21 r 21 plugins 20 machinelearning 20 data-structures 20 model-context-protocol 20 js 20 decentralized 20 graph 20 llama 20 youtube 20 agent-skills 20 graphql 20 opendata 20 apps 20 transformers 20 curated 20 aigc 19 front-end 19 big-data 19 backend 19 terminal 19 raspberry-pi 19 command-line 19 gpt-4 19 langchain 19 benchmark 19 bugbounty 18 stable-diffusion 18 guidelines 18 code 18 cloud-native 18 embodied-ai 18 generative-art 18 vlm 18 analytics 18 optimization 18 speech-recognition 18 representation-learning 18 vibe-coding 18 prompt 18 text-to-image 18 telegram 18 knowledge 17 generative-model 17 beginner-friendly 17 laravel 17 malware-analysis 17 data-engineering 17 containers 17 animation 17 autonomous-vehicles 17 nerf 17 bash 17 cheatsheet 17 pentest 17 cursor 17 mcp-server 17 swiftui 17 bert 16 large-language-model 16 videos 16 algorithm 16 image-processing 16 dart 16 deepseek 16 reddit 16 webgl 16 evm 16 language 16 quantization 16 ros 16 video-generation 16 microservices 16 articles 16 vscode 15 readme 15 android-development 15 ai-safety 15 p2p 15 multimodal-large-language-models 15 foss 15 anomaly-detection 15 performance 15 cms 15 distributed-systems 15 multimodal-deep-learning 15 art 15 pose-estimation 15 graphics 15 awesome-ai 15 technology 15 leetcode 15 remote-sensing 15 mysql 15 autonomous-agents 15 databases 15 resource 15 selfhosted 14 detection 14 code-generation 14 podcast 14 wasm 14 medical-imaging 14 multimodal-learning 14 recommender-system 14 android-library 14 llmops 14 dotnet-core 14 generative-adversarial-network 14 icons 14 vuejs 14 webassembly 14 mac 14 discord 14 diffusion 14 google 14 react-components 14 oss 14 vision-language-model 14 npm 14 drones 14 gis 14 deep-reinforcement-learning 14 node 14 system-design 14 mcp-servers 14 language-model 14 codex 14 bug-bounty 13 rest-api 13 dapp 13 sustainability 13 cicd 13 cyber-security 13 postgresql 13 rl 13 ecommerce 13 model-compression 13 microservice 13 minecraft 13 copilot 13 webdevelopment 13 storage 13 svelte 13 transfer-learning 13 yolo 13 objective-c 13 automl 13 developer 13 solana 13 quantum-computing 13 mobile-development 13 workflow 13 multi-agent 13 claude-skills 13 programming-languages 13 gaming 13 continual-learning 13 planning 13 search 13 infrastructure 13 edge-computing 13 gan 13 wordpress 13 frameworks 13 semantic-segmentation 13 pwa 13 interview-questions 13 utilities 13 unicorns 13 sre 13 uav 13 mllm 13 sysadmin 13 ux 12 chain-of-thought 12 cuda 12 time-series-analysis 12 ui-design 12 speech-to-text 12 observability 12 fuzzing 12 authentication 12 ctf 12 webapp 12 privacy-tools 12 threat-intelligence 12 es6 12 static-analysis 12 elasticsearch 12 search-engine 12 email 12 image 12 graphics-programming 12 rails 12 datascience 12 application 12 guide 12 ai-art 12 creative-coding 12 cross-platform 12 infrastructure-as-code 12 web-design 12 software-architecture 12 ai-coding 12 vision-and-language 12 question-answering 12 vector-database 12 article 12 3d-graphics 12 static-site-generator 12 few-shot-learning 11 drone 11 movies 11 point-cloud 11 open-science 11 geospatial 11 font 11 llm-agents 11 swift-library 11 arduino 11 compliance 11 webpack 11 lua 11 fpga 11 leadership 11 simulation 11 writing 11 course 11 machine-learning-algorithms 11 test-automation 11 healthcare 11 book 11 in-context-learning 11 students 11 free-software 11 hacktoberfest2020 11 unsupervised-learning 11 incident-response 11 math 11 podcasts 11 gpu 11 reading-list 11 elixir 11 knowledge-base 11 ros2 11 3d-reconstruction 11 hosting 11 climate-change 11 cvpr 11 evaluation 11 anime 11 trading 11 embedded-systems 11 cv 11 unity3d 11 vr 11 packages 11 neuroscience 11 ocr 10 flask 10 explainable-ai 10