A curated list of awesome MLOps tools
☆5,222Apr 29, 2026Updated 2 months ago
Alternatives and similar repositories for awesome-mlops
Users that are interested in awesome-mlops are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A curated list of references for MLOps☆14,033Nov 21, 2024Updated last year
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,387Aug 16, 2024Updated last year
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,805Jul 14, 2026Updated last week
- Exercises and supplementary material for the machine learning operations course at DTU.☆802Updated this week
- 🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.☆328Feb 29, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆8,907Sep 22, 2024Updated last year
- All the available resources to master MLOPS from scratch☆380May 7, 2024Updated 2 years ago
- MLOps examples☆2,111Aug 2, 2024Updated last year
- ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.☆5,523Updated this week
- Free MLOps course from DataTalks.Club☆15,017Jun 10, 2026Updated last month
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆7,756May 2, 2026Updated 2 months ago
- Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features☆685Sep 24, 2024Updated last year
- The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, a…☆27,235Updated this week
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!☆8,737Jul 20, 2026Updated last week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling …☆6,796Updated this week
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,763Mar 23, 2026Updated 4 months ago
- The Open Source Feature Store for AI/ML☆7,178Updated this week
- An awesome & curated list of best LLMOps tools for developers☆5,898May 21, 2026Updated 2 months ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆29,960Jul 18, 2024Updated 2 years ago
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML va…☆4,040Dec 28, 2025Updated 6 months ago
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,186Jun 2, 2025Updated last year
- 🦉 Data Versioning and ML Experiments☆15,776Jul 21, 2026Updated last week
- The Fuzzy Labs guide to the universe of open source MLOps☆482May 19, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and…☆10,937Updated this week
- Learn how to develop, deploy and iterate on production-grade ML applications.☆48,892Mar 4, 2026Updated 4 months ago
- Build, Manage and Deploy AI/ML Systems☆10,198Updated this week
- Algorithms for outlier, adversarial and drift detection☆2,541Dec 11, 2025Updated 7 months ago
- Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.☆6,210Updated this week
- nannyml: post-deployment data science in python☆2,146Jul 12, 2025Updated last year
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆23,694Updated this week
- Always know what to expect from your data.☆11,675Updated this week
- MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integra…☆1,687Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data …☆11,601Jan 13, 2026Updated 6 months ago
- Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.☆7,149Updated this week
- ☆711Sep 13, 2022Updated 3 years ago
- A curated list of awesome data labeling tools☆4,389Jun 17, 2024Updated 2 years ago
- A curated list of awesome DataOps tools☆235Dec 10, 2025Updated 7 months ago
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆12,746Aug 31, 2023Updated 2 years ago
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dm…☆10,465Apr 15, 2023Updated 3 years ago