cdfoundation / sig-mlopsLinks
CDF SIG MLOps
☆627Updated 9 months ago
Alternatives and similar repositories for sig-mlops
Users that are interested in sig-mlops are comparing it to the libraries listed below
Sorting:
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆394Updated 2 years ago
- The Fuzzy Labs guide to the universe of open source MLOps☆472Updated 3 months ago
- ☆704Updated 3 years ago
- 🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more☆442Updated 3 years ago
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆869Updated 2 years ago
- MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integra…☆1,590Updated this week
- Kubeflow’s superfood for Data Scientists☆640Updated this week
- MLOps tutorial using Python, Docker and Kubernetes.☆399Updated 10 months ago
- Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson☆600Updated 2 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated 11 months ago
- [WIP] Examples for the Intro to ML with Kubeflow book☆206Updated 3 years ago
- For recording and retrieving metadata associated with ML developer and data scientist workflows.☆656Updated 5 months ago
- [Book-2021] Practical MLOps O'Reilly Book☆851Updated 8 months ago
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshop…☆320Updated last year
- ☆823Updated this week
- ML pipeline orchestration and model deployments on Kubernetes.☆434Updated 2 years ago
- 📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)☆618Updated 2 years ago
- A Collection of GitHub Actions That Facilitate MLOps☆207Updated 2 years ago
- An example MLflow project☆271Updated last year
- Basic and advanced MLflow examples for many ML flavors☆232Updated last year
- An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more☆844Updated this week
- Repository to hold code, instructions, demos and pointers to presentation assets for Kubeflow Dojo☆136Updated 3 years ago
- End to end MLRun demos☆93Updated last month
- 🎲 A curated list of MLOps projects, tools and resources☆185Updated last year
- 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…☆396Updated 8 months ago
- A workshop with several modules to help learn Feast, an open-source feature store☆92Updated 3 months ago
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆720Updated 2 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆232Updated last year
- 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 …☆240Updated 5 years ago
- This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and b…☆1,366Updated 7 months ago