☆710Sep 13, 2022Updated 3 years ago
Alternatives and similar repositories for OpenMLOps
Users that are interested in OpenMLOps are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆873Jun 16, 2023Updated 2 years ago
- The Fuzzy Labs guide to the universe of open source MLOps☆476May 19, 2025Updated 10 months ago
- A curated list of references for MLOps☆13,821Nov 21, 2024Updated last year
- ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.☆5,281Updated this week
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,735Updated this week
- ML pipeline orchestration and model deployments on Kubernetes.☆435Aug 18, 2023Updated 2 years ago
- MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integra…☆1,657Updated this week
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,172Jun 2, 2025Updated 9 months ago
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!☆8,520Mar 16, 2026Updated last week
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,277Updated this week
- The Open Source Feature Store for AI/ML☆6,824Updated this week
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆7,330Updated this week
- A curated list of awesome MLOps tools☆5,056Feb 23, 2026Updated last month
- 🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more☆446Nov 3, 2021Updated 4 years ago
- 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…☆401Feb 22, 2026Updated last month
- Build, Manage and Deploy AI/ML Systems☆9,956Updated this week
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆395Nov 10, 2022Updated 3 years ago
- An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model perf…☆2,802Jan 10, 2025Updated last year
- MLOps Python Library☆121Mar 25, 2022Updated 4 years ago
- This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and b…☆1,415Mar 4, 2026Updated 3 weeks ago
- The Virtual Feature Store. Turn your existing data infrastructure into a feature store.☆1,967Jul 3, 2025Updated 8 months ago
- Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and…☆10,798Updated this week
- Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows. Flyte 2 now available locally: https…☆6,896Updated this week
- CDF SIG MLOps☆630Nov 30, 2024Updated last year
- MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle☆3,700Mar 9, 2026Updated 2 weeks ago
- A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rew…☆2,142Mar 12, 2026Updated last week
- UnionML: the easiest way to build and deploy machine learning microservices☆336Nov 6, 2023Updated 2 years ago
- The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, a…☆24,874Updated this week
- The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️☆3,623May 29, 2025Updated 9 months ago
- Prefect is a workflow orchestration framework for building resilient data pipelines in Python.☆21,910Updated this week
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Jan 16, 2022Updated 4 years ago
- ☆8,751Sep 22, 2024Updated last year
- Joining the modern data stack with the modern ML stack☆200May 16, 2023Updated 2 years ago
- Get your MLOps (Level 1) platform started and going fast.☆127Feb 16, 2023Updated 3 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…☆3,994Dec 28, 2025Updated 2 months ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,321Aug 16, 2024Updated last year
- 🦉 Data Versioning and ML Experiments☆15,458Mar 18, 2026Updated last week
- An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more☆879Updated this week
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆718Sep 13, 2023Updated 2 years ago