FerrariDG / async-ml-inferenceLinks
PoC with FastAPI and Celery to ML inference
☆90Updated 2 years ago
Alternatives and similar repositories for async-ml-inference
Users that are interested in async-ml-inference are comparing it to the libraries listed below
Sorting:
- Deploy and scale machine learning models with FastAPI, Redis and Docker☆150Updated 3 years ago
- Working example for serving a ML model using FastAPI and Celery☆75Updated 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
- Deploying PyTorch Model to Production with FastAPI in CUDA-supported Docker☆105Updated 3 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆232Updated last year
- Get your MLOps (Level 1) platform started and going fast.☆122Updated 2 years ago
- Sample apps for YouTube channel. Machine Learning, Web Development, Python.☆160Updated 2 years ago
- BentoML Example Projects 🎨☆137Updated 6 months ago
- Barebones Python FastAPI in Kubernetes☆136Updated 4 years ago
- ☆68Updated 5 years ago
- FastAPI Skeleton App to serve machine learning models production-ready.☆483Updated last month
- ⚠️ Development moved to Sourcehut☆50Updated 2 years ago
- 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
- 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
- Kafka variant of the MLOps Level 1 stack☆25Updated 3 years ago
- Management Dashboard for Torchserve☆123Updated 2 years ago
- style transfer web app [FastAPI + streamlit + Docker]☆124Updated last year
- Serving model through api. FastApi + PytorchLightning☆42Updated 5 months ago
- FastAPI-PostgreSQL-Celery-RabbitMQ-Redis bakcend with Docker containerization☆73Updated 2 years ago
- Simple and flexible ML workflow engine☆421Updated last year
- Dvc + Streamlit = ❤️☆40Updated last year
- Metaflow tutorials for ODSC West 2021☆64Updated 3 years ago
- tensorflow web app starter pack☆72Updated 4 years ago
- Katana project is a FastAPI template for ASAP 🚀 ML API deployment☆112Updated last year
- Plugin for deploying MLflow models to TorchServe☆111Updated 2 years ago
- A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.☆228Updated 3 weeks ago
- Video streaming with FastAPI☆76Updated 3 years ago
- In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits☆107Updated 3 years ago
- mkdocs + material + cool stuff☆64Updated 3 years ago
- Repository housing code for the Testdriven article.☆104Updated last year