☆711Sep 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☆876Jun 16, 2023Updated 2 years ago
- The Fuzzy Labs guide to the universe of open source MLOps☆482May 19, 2025Updated last year
- A curated list of references for MLOps☆13,930Nov 21, 2024Updated last year
- ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.☆5,440Updated this week
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,751Mar 23, 2026Updated 2 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ML pipeline orchestration and model deployments on Kubernetes.☆436Aug 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…☆1,672Updated this week
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,179Jun 2, 2025Updated last year
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!☆8,670Jun 3, 2026Updated last week
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,607Jun 4, 2026Updated last week
- The Open Source Feature Store for AI/ML☆7,085Updated this week
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆7,590May 2, 2026Updated last month
- A curated list of awesome MLOps tools☆5,174Apr 29, 2026Updated last month
- 🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more☆445Nov 3, 2021Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…☆402Feb 22, 2026Updated 3 months ago
- Build, Manage and Deploy AI/ML Systems☆10,129Updated this week
- An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model perf…☆2,820Jan 10, 2025Updated last year
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆395Nov 10, 2022Updated 3 years ago
- MLOps Python Library☆122Mar 25, 2022Updated 4 years ago
- This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and b…☆1,439Updated this week
- The Virtual Feature Store. Turn your existing data infrastructure into a feature store.☆1,979Jul 3, 2025Updated 11 months ago
- Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and…☆10,882Updated this week
- Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.☆7,075Updated 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.
- CDF SIG MLOps☆631Nov 30, 2024Updated last year
- Open Source AI Infra & Engineering Control Plane☆3,707May 29, 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…☆2,165May 19, 2026Updated 3 weeks ago
- UnionML: the easiest way to build and deploy machine learning microservices☆336Nov 6, 2023Updated 2 years ago
- The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️☆3,624May 29, 2025Updated 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…☆26,338Jun 5, 2026Updated last week
- Prefect is a workflow orchestration framework for building resilient data pipelines in Python.☆22,598Updated this week
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆82Jan 16, 2022Updated 4 years ago
- ☆8,875Sep 22, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Joining the modern data stack with the modern ML stack☆202May 16, 2023Updated 3 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…☆4,023Dec 28, 2025Updated 5 months ago
- 🦉 Data Versioning and ML Experiments☆15,662Updated this week
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,380Aug 16, 2024Updated last year
- An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more☆889Updated 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