Data / Repositories / Mlops
Mlops repositories on GitHub: 8 ranked by stars
8 public repositories tagged Mlops are on GitHub, with 39,335 stars between them; 8 had a push in the last 30 days. Most are written in Python (4), Shell (1), Jupyter Notebook (1). The most starred: EthicalML/awesome-production-machine-learning (20,992), tensorchord/Awesome-LLMOps (5,959), zenml-io/zenml (5,616).
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Every repository, most starred first
| Repository | What it is | Language | Stars | Forks | License | Last push | Read |
|---|---|---|---|---|---|---|---|
| EthicalML/awesome-production-machine-learning | A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning | 20,992 | 2,611 | MIT | Oct 8 | Oct 11 | |
| tensorchord/Awesome-LLMOps | An awesome & curated list of best LLMOps tools for developers | Shell | 5,959 | 1,141 | CC0-1.0 | Oct 5 | Oct 14 |
| zenml-io/zenml | ZenML : One AI Platform from Pipelines to Agents. | Python | 5,616 | 663 | Apache-2.0 | Oct 14 | Oct 14 |
| alvinreal/awesome-opensource-ai | Curated list of the best truly open-source AI projects, models, tools, and infrastructure. Daily updated. | Python | 4,861 | 684 | CC0-1.0 | Oct 10 | Oct 11 |
| fmind/mlops-python-package | Production-shaped MLOps Python package and reference implementation of the MLOps Coding Course: MLflow, scikit-learn, Pydantic, Pandera, uv, and mise. | Jupyter Notebook | 1,419 | 199 | MIT | Oct 6 | Oct 11 |
| RiccardoBiosas/awesome-MLSecOps | A curated list of MLSecOps tools and resources for securing machine learning and AI systems - adversarial ML defense, LLM security, AI red teaming, model scanning, supply-chain… | Astro | 477 | 121 | MIT | Oct 12 | Oct 14 |
| kushalBanda/AI-Engineer | Runnable AI engineering modules: agents, MCP, memory, RAG, voice, fine-tuning, MLOps, and security. One folder per module. | Python | 9 | 2 | MIT | Oct 9 | Oct 14 |
| JoseJulianMosqueraFuli/E2E-EKS-GitOps | End-to-end MLOps platform on Amazon EKS, Terraform, GitOps (ArgoCD/Flux), MLflow, Kubeflow, KServe & monitoring | Python | 2 | 0 | MIT | Oct 11 | Oct 14 |
By language
- Python 4
Related topics
- Machine learning 4
- Awesome list 3
- Agents 3
- LLM 3
- Deep learning 2
- Llmops 2
- AI 2
- Data science 2
- RAG 2
- Python 2
- AI agents 2
- Kubernetes 2
Read from GitHub by SpecStream between October 11, 2026 and October 14, 2026; each row shows the day its repository was read. Stars and pushes change every day, and the GitHub page is the current one. Forks and archived repositories are left out.