markdouthwaite / serverless-scikit-learn-demoLinks
A repository providing demo code for deploying a lightweight Scikit-Learn based ML pipeline modelling heart disease data as a Google Cloud Function.
☆10Updated last year
Alternatives and similar repositories for serverless-scikit-learn-demo
Users that are interested in serverless-scikit-learn-demo are comparing it to the libraries listed below
Sorting:
- A repository that showcases how you can use ZenML with Git☆74Updated 3 weeks ago
- Tutorials/use cases of using Prefect in an ML project.☆44Updated 2 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated last year
- In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits☆107Updated 4 years ago
- How to build and deploy an anonymization API with FastAPI and SpaCy☆71Updated 4 years ago
- Demo on how to use Prefect with Docker☆27Updated 3 years ago
- Test LLMs automatically with Giskard and CI/CD☆31Updated last year
- Examples of using Evidently to evaluate, test and monitor ML models.☆48Updated last month
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.☆224Updated 3 years ago
- Amazon SageMaker Managed Spot Training Examples☆51Updated last year
- Demo on how to use Prefect 2 in an ML project☆41Updated 3 years ago
- This is code depository for my upcoming session. Will update details post the session☆40Updated 3 years ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆97Updated 3 years ago
- A template to kick-start your Python project ✨🚀☆53Updated 6 months ago
- This repository will take you through creating a FastAPI StableDiffusion app (including Dockerfile) all the way to adding a new feature u…☆38Updated 3 years ago
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆57Updated 3 years ago
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆81Updated 3 years ago
- Template repo for kickstarting recipes for regression use case☆55Updated last year
- Chassis turns machine learning models into portable container images that can run just about anywhere.☆86Updated last year
- Get started DVC project☆65Updated last year
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆49Updated 4 years ago
- Build MLOps Pipelines in Minutes☆255Updated 2 weeks ago
- An example MLFlow project☆50Updated last year
- MLOps example using Amazon SageMaker Pipeline and GitHub Actions☆88Updated 7 months ago
- A pipeline to detect data drift and retrain the model when there is drift☆24Updated 2 years ago
- Demo for CI/CD in a machine learning project☆115Updated 2 years ago
- ☆284Updated last year
- 🤖 AI Assistant fine-tuned to provide support for coding and design questions based on the latest trends in the industry.☆17Updated 2 years ago
- Listens MLFlow model registry changes and deploy models based on configurations☆20Updated 2 years ago
- ☆17Updated 2 years ago