A curated list of awesome MLOps tools
☆5,043Feb 23, 2026Updated last week
Alternatives and similar repositories for awesome-mlops
Users that are interested in awesome-mlops are comparing it to the libraries listed below
Sorting:
- A curated list of references for MLOps☆13,717Nov 21, 2024Updated last year
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,200Updated this week
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,307Aug 16, 2024Updated last year
- Exercises and supplementary material for the machine learning operations course at DTU.☆780Updated this week
- 🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.☆320Feb 29, 2024Updated 2 years ago
- ☆8,704Sep 22, 2024Updated last year
- MLOps examples☆2,082Aug 2, 2024Updated last year
- All the available resources to master MLOPS from scratch☆368May 7, 2024Updated last year
- ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.☆5,245Updated this week
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆7,272Feb 27, 2026Updated last week
- Free MLOps course from DataTalks.Club☆14,279Dec 1, 2025Updated 3 months ago
- The open source developer platform to build AI agents and models with confidence. Enhance your AI applications with end-to-end tracking, …☆24,485Updated this week
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!☆8,487Updated this week
- ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling …☆6,548Feb 28, 2026Updated last week
- Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features☆683Sep 24, 2024Updated last year
- The Open Source Feature Store for AI/ML☆6,756Updated this week
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML va…☆3,982Dec 28, 2025Updated 2 months ago
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,731Updated this week
- An awesome & curated list of best LLMOps tools for developers☆5,645Feb 3, 2026Updated last month
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆28,706Jul 18, 2024Updated last year
- 🦉 Data Versioning and ML Experiments☆15,404Feb 27, 2026Updated last week
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,169Jun 2, 2025Updated 9 months ago
- Build, Manage and Deploy AI/ML Systems☆9,903Updated this week
- Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.☆6,017Updated this week
- Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and…☆10,771Feb 26, 2026Updated last week
- Always know what to expect from your data.☆11,197Feb 27, 2026Updated last week
- Algorithms for outlier, adversarial and drift detection☆2,495Dec 11, 2025Updated 2 months ago
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆23,257Feb 26, 2026Updated last week
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆46,548Aug 18, 2024Updated last year
- nannyml: post-deployment data science in python☆2,126Jul 12, 2025Updated 7 months ago
- The Fuzzy Labs guide to the universe of open source MLOps☆477May 19, 2025Updated 9 months ago
- MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integra…☆1,655Updated this week
- Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data …☆11,346Jan 13, 2026Updated last month
- A curated list of awesome data labeling tools☆4,283Jun 17, 2024Updated last year
- Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.☆6,767Updated this week
- A curated list of awesome responsible machine learning resources.☆3,991Updated this week
- An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model perf…☆2,800Jan 10, 2025Updated last year
- Prefect is a workflow orchestration framework for building resilient data pipelines in Python.☆21,697Updated this week
- Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.☆41,617Updated this week