A curated list of awesome MLOps tools
☆5,244Aug 17, 2026Updated this week
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☆14,158Nov 21, 2024Updated last year
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,393Aug 16, 2024Updated 2 years ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,851Updated this week
- Exercises and supplementary material for the machine learning operations course at DTU.☆804Updated this week
- 🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.☆327Feb 29, 2024Updated 2 years ago
- 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.
- ☆8,912Sep 22, 2024Updated last year
- All the available resources to master MLOPS from scratch☆380May 7, 2024Updated 2 years ago
- MLOps examples☆2,115Aug 2, 2024Updated 2 years ago
- ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.☆5,554Updated this week
- Free MLOps course from DataTalks.Club☆15,128Aug 1, 2026Updated 2 weeks ago
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆7,813Aug 5, 2026Updated last week
- 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…☆27,544Updated this week
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!☆8,788Aug 3, 2026Updated 2 weeks ago
- 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 …☆6,825Updated this week
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,772Mar 23, 2026Updated 4 months ago
- The Open Source Feature Store for AI/ML☆7,212Updated this week
- An awesome & curated list of best LLMOps tools for developers☆5,916May 21, 2026Updated 2 months ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆30,056Jul 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…☆4,047Dec 28, 2025Updated 7 months ago
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,186Jun 2, 2025Updated last year
- 🦉 Data Versioning and ML Experiments☆15,822Updated this week
- The Fuzzy Labs guide to the universe of open source MLOps☆482May 19, 2025Updated last year
- 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.
- Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and…☆10,955Updated this week
- Learn how to develop, deploy and iterate on production-grade ML applications.☆49,110Mar 4, 2026Updated 5 months ago
- Build, Manage and Deploy AI/ML Systems☆10,222Updated this week
- Algorithms for outlier, adversarial and drift detection☆2,547Dec 11, 2025Updated 8 months ago
- Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.☆6,234Updated this week
- nannyml: post-deployment data science in python☆2,148Jul 12, 2025Updated last year
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆23,713Updated this week
- Always know what to expect from your data.☆11,713Updated this week
- MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integra…☆1,690Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data …☆11,627Jan 13, 2026Updated 7 months ago
- Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.☆7,208Updated this week
- ☆711Sep 13, 2022Updated 3 years ago
- A curated list of awesome data labeling tools☆4,396Jun 17, 2024Updated 2 years ago
- A curated list of awesome DataOps tools☆237Dec 10, 2025Updated 8 months ago
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆12,782Aug 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…☆10,523Apr 15, 2023Updated 3 years ago