cdfoundation / sig-mlopsLinks
CDF SIG MLOps
☆630Updated last year
Alternatives and similar repositories for sig-mlops
Users that are interested in sig-mlops are comparing it to the libraries listed below
Sorting:
- ☆707Updated 3 years ago
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆395Updated 3 years ago
- The Fuzzy Labs guide to the universe of open source MLOps☆476Updated 7 months ago
- 🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more☆444Updated 4 years ago
- MLOps tutorial using Python, Docker and Kubernetes.☆407Updated last year
- ☆833Updated last month
- Kubeflow’s superfood for Data Scientists☆657Updated last week
- For recording and retrieving metadata associated with ML developer and data scientist workflows.☆667Updated 8 months ago
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆872Updated 2 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated last year
- MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integra…☆1,633Updated this week
- Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson☆605Updated 2 years ago
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshop…☆321Updated last year
- 📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)☆634Updated 2 years ago
- [WIP] Examples for the Intro to ML with Kubeflow book☆209Updated 3 years ago
- ML pipeline orchestration and model deployments on Kubernetes.☆434Updated 2 years ago
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆719Updated 2 years ago
- A Collection of GitHub Actions That Facilitate MLOps☆206Updated 3 years ago
- [Book-2021] Practical MLOps O'Reilly Book☆913Updated 11 months ago
- A workshop with several modules to help learn Feast, an open-source feature store☆96Updated last month
- An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more☆864Updated last week
- MLOps examples☆2,053Updated last year
- An example MLflow project☆282Updated last year
- Basic and advanced MLflow examples for many ML flavors☆241Updated last year
- Hopsworks - Data-Intensive AI platform with a Feature Store☆1,271Updated 10 months ago
- An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI☆407Updated last year
- A toolkit that streamlines and automates the generation of model cards☆441Updated 2 years ago
- Partly lecture and partly a hands-on tutorial and workshop, this is a three part series on how to get started with MLflow. In this three …☆241Updated 5 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…☆398Updated 11 months ago
- 🎲 A curated list of MLOps projects, tools and resources☆186Updated last year