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

20,650 stars
2,581 forks
549 projects

Last updated: 21 Jun 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

5,592 stars
1,825 forks
435 projects

Last updated: 06 Jul 2026

awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

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

5,202 stars
754 forks
314 projects

Last updated: 03 Jul 2026

awesome-opensource-ai

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

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

4,362 stars
549 forks
966 projects

Last updated: 29 Jul 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
406 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

439 stars
87 forks
201 projects

Last updated: 17 Jul 2026

awesome-mlops

All the available resources to master MLOPS from scratch

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

379 stars
64 forks
140 projects

Last updated: 22 Jun 2026

Data-Engineering-Roadmap

Roadmap for Data Engineering

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

246 stars
31 forks
119 projects

Last updated: 07 Jul 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

228 stars
19 forks
152 projects

Last updated: 20 Jun 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

216 stars
38 forks
40 projects

Last updated: 04 Jun 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

165 stars
29 forks
1,245 projects

Last updated: 01 Jul 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 ai-engineering artificial-intelligence awesome awesome-list curated-list embeddings generative-ai langchain large-language-models

147 stars
36 forks
167 projects

Last updated: 09 Jul 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

143 stars
51 forks
45 projects

Last updated: 02 Jul 2026

awesome-llmops

Awesome series for LLMOps

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

55 stars
25 forks
51 projects

Last updated: 31 May 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

37 stars
18 forks
104 projects

Last updated: 11 Jun 2026

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

24 stars
18 forks
50 projects

Last updated: 24 Jun 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

24 stars
5 forks
53 projects

Last updated: 16 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

awesome-eu-ai-act

A curated list of tools, frameworks, standards, and resources for EU AI Act compliance and AI governance

ai-governance artificial-intelligence awesome-list compliance eu-ai-act governance iso-42001 mlops oscal responsible-ai

13 stars
16 forks
128 projects

Last updated: 06 Jul 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

11 stars
5 forks
161 projects

Last updated: 08 Jun 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

10 stars
3 forks
127 projects

Last updated: 11 Jun 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-mlops

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

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

6 stars
5 forks
45 projects

Last updated: 10 Jun 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

5 stars
1 forks
811 projects

Last updated: 15 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

4 stars
0 forks
46 projects

Last updated: 17 Jul 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: 10 Jun 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 4,388 awesome 3,928 awesome-lists 630 machine-learning 476 list 425 deep-learning 393 resources 336 ai 329 llm 282 hacktoberfest 231 python 231 lists 205 javascript 200 security 182 artificial-intelligence 179 open-source 161 programming 155 computer-vision 146 blockchain 146 large-language-models 133 nlp 128 ai-agents 126 tools 125 curated-list 125 data-science 114 chatgpt 111 react 110 mcp 105 android 98 natural-language-processing 93 learning 90 devops 89 linux 88 awesome-readme 86 developer-tools 86 cybersecurity 85 ios 83 reinforcement-learning 81 papers 81 awesome-resources 80 css 76 openai 76 ethereum 76 robotics 73 rust 69 kubernetes 67 nodejs 66 computer-science 65 generative-ai 65 collection 63 macos 62 ai-tools 62 survey 61 playground 61 design 61 claude-code 61 golang 60 game-development 60 free-resources 59 java 58 datasets 58 web3 57 getvm 57 privacy 56 hacking 55 php 55 claude 54 bitcoin 54 frontend 54 automation 54 llms 52 prompt-engineering 51 tutorial 51 swift 50 go 50 paper 49 free 49 education 49 web 49 github 48 tutorials 48 agent 48 gpt 48 data 47 security-tools 46 books 46 research 46 opensource 46 typescript 45 dataset 45 development 45 deep-neural-networks 45 cryptocurrency 45 cloud 45 productivity 44 api 44 agentic-ai 43 data-visualization 43 html 43 database 42 documentation 42 docker 41 gamedev 41 vue 41 community 39 ml 39 diffusion-models 39 collections 39 software 39 paper-list 38 agents 38 web-development 37 game 37 neural-network 36 iot 35 open-data 35 algorithms 35 anthropic 35 reactjs 34 courses 34 aws 34 testing 34 rag 34 agent-skills 34 hands-on 34 labex 34 skills 33 cpp 33 multimodal 33 self-hosted 33 crypto 33 hardware 33 cli 33 exercises 33 flutter 33 gemini 32 framework 32 software-engineering 32 video 32 marketing 31 react-native 31 graph-neural-networks 31 mlops 31 games 31 model-context-protocol 31 defi 31 solidity 31 penetration-testing 30 ruby 30 projects 30 libraries 30 bioinformatics 30 transformer 30 prompts 29 microsoft 29 pentesting 29 saas 29 dotnet 29 architecture 29 openclaw 28 smart-contracts 28 csharp 28 reverse-engineering 28 mobile 28 links 27 best-practices 27 ai-agent 27 windows 27 object-detection 27 music 27 cryptography 27 slam 27 tensorflow 27 science 27 angular 27 image-generation 26 osint 26 pytorch 26 data-analysis 26 library 26 self-supervised-learning 26 serverless 26 foundation-models 25 django 25 embedded 25 data-mining 25 knowledge-graph 25 3d 25 jobs 25 learning-resources 25 git 25 nextjs 25 seo 25 kotlin 25 coding 25 devsecops 24 time-series 24 neural-networks 24 segmentation 24 sql 24 mathematics 24 infosec 24 computer-graphics 24 ui 24 awsome-list 24 markdown 24 chatbot 24 audio 23 mcp-server 23 interview 23 reasoning 23 engineering 23 chinese 23 autonomous-driving 23 game-engine 23 unity 23 awesomeness 23 apple 23 roadmap 23 blog 23 c 22 startup 22 networking 22 visualization 22 startups 22 website 22 video-generation 22 python3 22 deeplearning 22 federated-learning 22 cloud-computing 22 programming-language 22 decentralized 21 apps 21 plugins 21 graphql 21 monitoring 21 llama 21 software-development 21 finance 21 statistics 21 benchmark 21 blogs 21 hacktoberfest-accepted 21 awsome 21 r 21 gpt-3 21 js 20 machinelearning 20 cursor 20 codex 20 graph 20 curated 20 mcp-servers 20 deepseek 20 youtube 20 embodied-ai 20 terminal 20 opendata 20 azure 20 stable-diffusion 19 gpt-4 19 backend 19 transformers 19 vibe-coding 19 text-to-image 19 data-structures 19 speech-recognition 19 langchain 19 llm-agents 19 optimization 19 big-data 19 raspberry-pi 19 representation-learning 18 telegram 18 laravel 18 front-end 18 aigc 18 autonomous-agents 18 vlm 18 generative-art 18 cloud-native 18 analytics 18 guidelines 18 prompt 18 ai-safety 18 swiftui 18 bugbounty 18 claude-skills 18 bash 17 code 17 cheatsheet 17 quantization 17 animation 17 dart 17 generative-model 17 autonomous-vehicles 17 gis 17 pentest 17 webgl 17 nerf 17 command-line 17 containers 17 data-engineering 17 articles 16 spain 16 android-development 16 ros 16 malware-analysis 16 foss 16 beginner-friendly 16 videos 16 knowledge 16 image-processing 16 multi-agent 16 espana 16 bert 16 language 16 algorithm 16 reddit 16 distributed-systems 16 copilot 16 large-language-model 16 microservices 16 selfhosted 15 graphics 15 multimodal-large-language-models 15 evm 15 gaming 15 resource 15 databases 15 technology 15 medical-imaging 15 system-design 15 google 15 mllm 15 vuejs 15 multimodal-deep-learning 15 awesome-ai 15 react-components 15 anomaly-detection 15 performance 15 cms 15 llmops 15 detection 15 vscode 15 art 15 mysql 15 mac 15 pose-estimation 15 code-generation 15 p2p 15 readme 15 leetcode 15 remote-sensing 15 diffusion 14 discord 14 multimodal-learning 14 language-model 14 icons 14 oss 14 deep-reinforcement-learning 14 podcast 14 npm 14 webassembly 14 drones 14 recommender-system 14 generative-adversarial-network 14 vision-language-model 14 yolo 14 solana 14 software-libre 14 ai-coding 14 frameworks 14 android-library 14 3d-graphics 14 node 14 wasm 14 dotnet-core 14 automl 13 dapp 13 sre 13 cicd 13 threat-intelligence 13 trading 13 svelte 13 workflow 13 planning 13 wordpress 13 ecommerce 13 cyber-security 13 datos-abiertos 13 healthcare 13 interview-questions 13 edge-computing 13 storage 13 mobile-development 13 pwa 13 continual-learning 13 application 13 utilities 13 transfer-learning 13 search 13 rl 13 microservice 13 sustainability 13 ai-security 13 sysadmin 13 gan 13 open-science 13 webdevelopment 13 developer 13 uav 13 observability 13 unicorns 13 ctf 13 rest-api 13 infrastructure 13 semantic-segmentation 13 bug-bounty 13 objective-c 13 model-compression 13 quantum-computing 13 ui-design 13 programming-languages 13 ai-art 12 gpu 12 static-site-generator 12 time-series-analysis 12 ux 12 machine-learning-algorithms 12 search-engine 12 authentication 12 elasticsearch 12 question-answering 12 guide 12 free-software 12 es6 12 privacy-tools 12 cuda 12 speech-to-text 12 image 12 chain-of-thought 12 email 12 vector-database 12 rails 12 infrastructure-as-code 12 geospatial 12 xai 12 leadership 12 web-design 12 postgresql 12 minecraft 12 vision-and-language 12 article 12 fuzzing 12 cross-platform 12 static-analysis 12 webapp 12 neuroscience 12 simulation 12 creative-coding 12 ros2 12 software-architecture 12 text-to-video 12 graphics-programming 12 compliance 12 font 11 management 11 free-tutorials 11 cvpr 11 qwen 11 course 11 knowledge-base 11 vr 11 podcasts 11 unsupervised-learning 11 design-systems 11 writing 11 hacking-tools 11 apis 11 hacktoberfest2020 11 indonesia 11 3d-reconstruction 11 anime 11 students 11 in-context-learning 11 packages 11 few-shot-learning 11 llm-security 11 unity3d 11 movies 11 multi-agent-systems 11 book 11 math 11 drone 11 vulnerabilities 11 hosting 11 evaluation 11 point-cloud 11