jmeisele / fastapi-ml-scaffolding
Scaffolding for serving ml model APIs using FastAPI
☆23Updated 2 years ago
Alternatives and similar repositories for fastapi-ml-scaffolding:
Users that are interested in fastapi-ml-scaffolding are comparing it to the libraries listed below
- Kafka variant of the MLOps Level 1 stack☆24Updated 2 years ago
- Working example for serving a ML model using FastAPI and Celery☆72Updated 3 years ago
- Completely Scalable FastAPI based template for Machine Learning, Deep Learning and any other software project which wants to use Fast API…☆221Updated 2 years ago
- deploying an ML model to Heroku with FastAPI☆50Updated 9 months ago
- A tutorial on how to use kedro-mlflow plugin (https://github.com/Galileo-Galilei/kedro-mlflow) to synchronize training and inference and …☆37Updated 2 years ago
- FastAPI-PostgreSQL-Celery-RabbitMQ-Redis bakcend with Docker containerization☆72Updated last year
- FastAPI & Kubernetes Tutorial with PyCharm☆106Updated 2 years ago
- Demo on how to use Prefect with Docker☆25Updated 2 years ago
- Example project for building scalable data pipelines with Kedro and Ibis.☆12Updated last year
- Evaluating the condition of a vehicle☆42Updated 2 years ago
- Example of event-driven architecture with FastAPI Gateway, Kafka, Redis pub/sub and Faust-streaming☆14Updated 3 years ago
- Learning journey to develop a scalable and modular backend to manage your data and solve your problems☆46Updated 10 months ago
- FastAPI with Docker and Traefik☆108Updated last year
- Demo for CI/CD in a machine learning project☆96Updated last year
- PoC with FastAPI and Celery to ML inference☆90Updated 2 years ago
- A template for a FastAPI based Serverless Framework microservice running on AWS Lambda☆90Updated 6 months ago
- How to build and deploy an anonymization API with FastAPI and SpaCy☆69Updated 3 years ago
- ☆21Updated last year
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆230Updated 11 months ago
- Swiple enables you to easily observe, understand, validate and improve the quality of your data☆83Updated this week
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 3 weeks ago
- Feast AWS guide using Redshift / Spectrum / DynamoDB to build a credit scoring model☆61Updated 3 years ago
- Maternal Health Risk prediction MLOps pipeline☆42Updated 2 years ago
- Best practices for engineering ML pipelines.☆37Updated 2 years ago
- Get your MLOps (Level 1) platform started and going fast.☆121Updated last year
- FasAPI + Prometheus + Grafana!☆187Updated last year
- FastAPI Simple application structure☆35Updated 4 years ago
- Explore tips and tricks to deploy machine learning models with Docker.☆13Updated last year
- ☆19Updated 2 years ago
- DataHub on AWS demonstration resources☆10Updated 2 years ago