jonathanreadshaw / ServingMLFastCeleryLinks
Working example for serving a ML model using FastAPI and Celery
☆75Updated 3 years ago
Alternatives and similar repositories for ServingMLFastCelery
Users that are interested in ServingMLFastCelery are comparing it to the libraries listed below
Sorting:
- Deploy and scale machine learning models with FastAPI, Redis and Docker☆150Updated 3 years ago
- PoC with FastAPI and Celery to ML inference☆90Updated 2 years ago
- Deploying PyTorch Model to Production with FastAPI in CUDA-supported Docker☆105Updated 3 years ago
- Completely Scalable FastAPI based template for Machine Learning, Deep Learning and any other software project which wants to use Fast API…☆226Updated 2 months ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆232Updated last year
- BentoML Example Projects 🎨☆138Updated 7 months ago
- 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
- Get your MLOps (Level 1) platform started and going fast.☆122Updated 2 years ago
- a docker image of the MLflow server component☆36Updated this week
- Dvc + Streamlit = ❤️☆40Updated last year
- Get started DVC project☆60Updated last year
- Sample apps for YouTube channel. Machine Learning, Web Development, Python.☆160Updated 2 years ago
- style transfer web app [FastAPI + streamlit + Docker]☆124Updated last year
- How to build and deploy an anonymization API with FastAPI and SpaCy☆71Updated 4 years ago
- Demo Computer Vision Project☆62Updated 2 years ago
- Kafka variant of the MLOps Level 1 stack☆25Updated 3 years ago
- tensorflow web app starter pack☆72Updated 4 years ago
- Simple and flexible ML workflow engine☆421Updated last year
- Ready to run docker-compose configuration for ML Flow with Mysql and Minio S3☆255Updated last year
- In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits☆107Updated 3 years ago
- ☆68Updated 5 years ago
- Introduction to MLflow with a demo locally and how to set it on AWS☆42Updated 4 years ago
- deploying an ML model to Heroku with FastAPI☆51Updated last year
- ⚠️ Development moved to Sourcehut☆50Updated 2 years ago
- Simple object detection app with streamlit☆112Updated 3 years ago
- A Streamlit component integrating Label Studio Frontend in Streamlit applications☆76Updated last year
- Docker image for high-performance Machine Learning web applications. With Uvicorn managed by Gunicorn in Python 3.7 and 3.6, using Conda,…☆66Updated 2 years ago
- ☆17Updated last year
- Slides and notebook for the workshop on serving bert models in production☆25Updated 2 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