gnovack / kubeflow-pipelinesLinks
This repository contains the code for the example Kubeflow Pipeline from https://towardsdatascience.com/machine-learning-pipelines-with-kubeflow-4c59ad05522
☆33Updated 4 years ago
Alternatives and similar repositories for kubeflow-pipelines
Users that are interested in kubeflow-pipelines are comparing it to the libraries listed below
Sorting:
- Introduction to MLflow with a demo locally and how to set it on AWS☆42Updated 4 years ago
- Example machine learning pipeline with MLflow and Hydra☆91Updated 2 years ago
- Deploying PyTorch Model to Production with FastAPI in CUDA-supported Docker☆105Updated 3 years ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆87Updated 2 years ago
- End to End example integrating MLFlow and Seldon Core☆52Updated 4 years ago
- ☆64Updated 2 years ago
- [WIP] Examples for the Intro to ML with Kubeflow book☆205Updated 3 years ago
- Basic and advanced MLflow examples for many ML flavors☆230Updated last year
- Serving TensorFlow models with TensorFlow Serving☆43Updated 3 years ago
- ☆37Updated 2 years ago
- Best practices for engineering ML pipelines.☆35Updated 3 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆233Updated last year
- Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'☆121Updated 2 years ago
- ☆65Updated 3 months ago
- Demo for Using GitHub Actions in MLOps☆40Updated 3 years ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆48Updated 3 years ago
- Learn how to create reliable ML systems by testing code, data and models.☆88Updated 2 years ago
- Data Science Quick Tips Repository!☆48Updated last year
- a docker image of the MLflow server component☆36Updated last week
- Practical Deep Learning at Scale with MLFlow, published by Packt☆161Updated last year
- Capturing model drift and handling its response - Example webinar☆108Updated 6 years ago
- Code samples for the Effective Data Science Infrastructure book☆115Updated 2 years ago
- End to end MLRun demos☆92Updated 2 months ago
- ☆24Updated 3 months ago
- Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcome…☆121Updated 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
- ☆21Updated 2 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
- MLOps tutorial using Python, Docker and Kubernetes.☆397Updated 9 months ago
- An end-to-end project on customer segmentation☆83Updated 2 years ago