alexeygrigorev / kubeflow-deep-learningLinks
Deploying a Keras model with KServe (formerly KFServing) and EKS
☆18Updated 2 years ago
Alternatives and similar repositories for kubeflow-deep-learning
Users that are interested in kubeflow-deep-learning are comparing it to the libraries listed below
Sorting:
- Sample MLOps Workflow: Recognizing Digits with Kubeflow☆191Updated last year
- Basic and advanced MLflow examples for many ML flavors☆230Updated last year
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.☆217Updated 3 years ago
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data☆22Updated 2 years ago
- [WIP] Examples for the Intro to ML with Kubeflow book☆205Updated 3 years ago
- MLOps tutorial using Python, Docker and Kubernetes.☆397Updated 9 months ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆87Updated 2 years ago
- ClearML - Model-Serving Orchestration and Repository Solution☆154Updated 2 weeks ago
- ☆31Updated 4 years ago
- 🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more☆442Updated 3 years ago
- An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more☆834Updated last week
- Demo Computer Vision Project☆62Updated 2 years ago
- ☆43Updated 2 years ago
- Get your MLOps (Level 1) platform started and going fast.☆122Updated 2 years ago
- Ready to run docker-compose configuration for ML Flow with Mysql and Minio S3☆256Updated last year
- The Fuzzy Labs guide to the universe of open source MLOps☆471Updated 2 months ago
- ☆703Updated 2 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆233Updated last year
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated 10 months ago
- A set of demo of deploying a Machine Learning Model in production using various methods☆60Updated 3 years ago
- ☆15Updated 3 years ago
- "1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data…☆46Updated last year
- A simple guide to MLOps through ZenML and its various integrations.☆187Updated last year
- The Machine Learning Solutions Architect Handbook, published by Packt☆144Updated 2 years ago
- This repository aims to develop a step-by-step tutorial on how to build a Kubeflow Pipeline from scratch in your local machine.☆42Updated last year
- Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson☆599Updated 2 years ago
- ☆10Updated 3 years ago
- FIL backend for the Triton Inference Server☆81Updated last week
- Engineering MLOps, published by Packt☆187Updated 2 years ago
- Deploying PyTorch Model to Production with FastAPI in CUDA-supported Docker☆105Updated 3 years ago