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
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
PyTorch-Guide
PyTorch Guide
ai artificial-intelligence awesome awesome-deep-learning awesome-list awesome-machine-learning awesome-readme awesome-resources computer-vision cuda
39 stars
7 forks
616 projects
Last updated: 13 Apr 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
awesome-ai-tools
AI Tools Knowledgebase
agentic-workflow ai-agents ai-frameworks ai-models ai-powered-tools ai-tools-directory chatbot image-classification language-model machine-learning
10 stars
6 forks
323 projects
Last updated: 17 May 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