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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development 45 gpt 45 dataset 44 deep-neural-networks 44 html 44 github 44 generative-ai 44 automation 43 cryptocurrency 43 mcp 42 security-tools 42 ai-agents 42 exercises 41 data-visualization 41 ml 40 typescript 40 documentation 40 database 40 vue 40 opensource 40 gamedev 39 research 39 web-development 39 docker 39 collections 38 algorithms 37 software 37 agent 37 iot 36 productivity 36 prompt-engineering 35 neural-network 35 paper-list 34 testing 34 courses 34 reactjs 34 game 34 framework 33 aws 33 diffusion-models 33 cpp 32 api 32 games 31 flutter 31 dotnet 30 projects 30 multimodal 30 solidity 30 hardware 30 graph-neural-networks 30 community 30 software-engineering 30 transformer 30 bioinformatics 29 architecture 29 video 29 ruby 29 csharp 28 react-native 28 smart-contracts 28 agents 28 crypto 28 defi 28 ai-tools 28 libraries 28 links 27 self-hosted 27 tensorflow 27 windows 27 music 26 mlops 26 science 26 object-detection 26 penetration-testing 26 data-analysis 25 self-supervised-learning 25 django 25 serverless 25 pytorch 25 sql 25 microsoft 25 best-practices 25 library 25 cli 25 angular 25 cryptography 25 jobs 24 computer-graphics 24 git 24 coding 24 infosec 24 engineering 24 pentesting 24 data-mining 24 neural-networks 24 slam 24 claude 24 mathematics 24 mobile 24 game-engine 23 unity 23 saas 23 nextjs 23 awsome-list 23 software-development 23 c 23 markdown 23 programming-language 23 embedded 23 learning-resources 23 3d 23 roadmap 23 knowledge-graph 23 osint 23 r 23 ui 23 statistics 22 awesomeness 22 deeplearning 22 segmentation 22 reverse-engineering 22 startups 22 python3 22 interview 22 kotlin 22 visualization 22 blog 22 blogs 21 azure 21 gpt-3 21 gpt-4 21 cloud-computing 21 chatbot 21 hacktoberfest-accepted 21 gemini 21 audio 21 agentic-ai 21 apple 21 free-tutorials 21 opendata 21 startup 21 autonomous-driving 21 foundation-models 21 website 21 federated-learning 21 graph 20 apps 20 networking 20 claude-code 20 awsome 20 machinelearning 20 data-structures 20 llama 20 time-series 20 guidelines 20 marketing 20 chinese 20 js 20 raspberry-pi 20 finance 20 transformers 19 youtube 19 bugbounty 19 monitoring 19 reasoning 19 image-generation 19 big-data 19 front-end 19 anthropic 19 curated 19 rag 19 prompt 18 backend 18 representation-learning 18 graphql 18 aigc 18 bash 18 prompts 18 optimization 18 stable-diffusion 18 code 18 decentralized 18 containers 17 seo 17 knowledge 17 generative-art 17 generative-model 17 cheatsheet 17 beginner-friendly 17 analytics 17 cloud-native 17 open-data 17 data-engineering 17 language 16 image-processing 16 articles 16 devsecops 16 nerf 16 autonomous-vehicles 16 telegram 16 microservices 16 bert 16 algorithm 16 speech-recognition 16 vscode 16 webgl 16 deepseek 16 text-to-image 16 model-context-protocol 16 dart 16 android-development 15 resource 15 ros 15 benchmark 15 technology 15 mysql 15 malware-analysis 15 cms 15 animation 15 pentest 15 embodied-ai 15 vlm 15 selfhosted 15 terminal 15 laravel 15 mcp-server 15 detection 15 plugins 15 readme 15 p2p 15 vibe-coding 15 command-line 15 leetcode 15 distributed-systems 15 evm 15 language-model 14 databases 14 npm 14 performance 14 diffusion 14 videos 14 swiftui 14 remote-sensing 14 vuejs 14 mac 14 dotnet-core 14 awesome-ai 14 art 14 pose-estimation 14 recommender-system 14 node 14 webassembly 14 android-library 14 quantization 14 large-language-model 14 react-components 14 icons 14 multimodal-deep-learning 14 oss 14 cross-platform 14 google 14 graphics 14 anomaly-detection 14 foss 14 generative-adversarial-network 14 code-generation 14 wasm 14 langchain 14 microservice 13 developer 13 unicorns 13 fuzzing 13 multimodal-learning 13 medical-imaging 13 transfer-learning 13 search 13 video-generation 13 wordpress 13 semantic-segmentation 13 gis 13 postgresql 13 frameworks 13 yolo 13 application 13 podcast 13 multimodal-large-language-models 13 deep-reinforcement-learning 13 hosting 13 interview-questions 13 svelte 13 quantum-computing 13 vision-language-model 13 discord 13 webdevelopment 13 pwa 13 web-design 12 infrastructure-as-code 12 ai-agent 12 time-series-analysis 12 edge-computing 12 programming-languages 12 model-compression 12 datascience 12 vision-and-language 12 authentication 12 storage 12 system-design 12 graphics-programming 12 image 12 gaming 12 guide 12 objective-c 12 question-answering 12 llmops 12 es6 12 article 12 gan 12 workflow 12 utilities 12 planning 12 mllm 12 webapp 12 static-analysis 12 cuda 12 dapp 12 solana 12 rails 12 sustainability 12 static-site-generator 12 elasticsearch 12 search-engine 12 automl 12 chain-of-thought 12 course 11 arduino 11 embedded-systems 11 unsupervised-learning 11 cvpr 11 book 11 rest-api 11 bookmarks 11 infrastructure 11 webpack 11 healthcare 11 writing 11 3d-graphics 11 sysadmin 11 ui-design 11 cursor 11 creative-coding 11 in-context-learning 11 3d-reconstruction 11 unity3d 11 climate-change 11 mobile-development 11 open-science 11 movies 11 cicd 11 reading-list 11 software-architecture 11 podcasts 11 machine-learning-algorithms 11 rl 11 threat-intelligence 11 continual-learning 11 ux 11 mcp-servers 11 point-cloud 11 font 11 golang-library 11 few-shot-learning 11 interpretability 11 ecommerce 11 minecraft 11 hacktoberfest2020 11 free-software 11 anime 11 ctf 11 front-end-development 11 flutter-apps 11 fpga 10 bug-bounty 10 students 10 tool 10 speech-processing 10 xai 10 blockchain-technology 10 hacktoberfest2021 10 trading 10 android-application 10 haskell 10 ionic 10 templates 10 hacking-tools 10 applications 10 drones 10 design-systems 10 malware 10 docs 10 uav 10 test-automation 10 cyber-security 10 email 10 jupyter-notebook 10 vr 10 flask 10 social-network 10 python-library 10 swift-library 10 text-mining 10 flutter-examples 10 sre 10 leadership 10 management 10 classification 10 apis 10 math 10 chatgpt-api 10 ansible 10 explainable-ai 10 game-design 10 webdesign 10 skills 10