tiangolo / uvicorn-gunicorn-machine-learning-dockerLinks
Docker image for high-performance Machine Learning web applications. With Uvicorn managed by Gunicorn in Python 3.7 and 3.6, using Conda, with CUDA and TensorFlow variants.
☆66Updated 2 years ago
Alternatives and similar repositories for uvicorn-gunicorn-machine-learning-docker
Users that are interested in uvicorn-gunicorn-machine-learning-docker are comparing it to the libraries listed below
Sorting:
- Deploy and scale machine learning models with FastAPI, Redis and Docker☆151Updated 3 years ago
- Docker image with Python 3.6 and 3.7 using Conda, with CUDA variants. To serve as base image for Machine Learning projects.☆84Updated 2 years ago
- PoC with FastAPI and Celery to ML inference☆90Updated 2 years ago
- Barebones Python FastAPI in Kubernetes☆136Updated 4 years ago
- This article compares open-source Python packages for pipeline/workflow development: Airflow, Luigi, Gokart, Metaflow, Kedro, PipelineX.☆57Updated 5 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆232Updated last year
- BentoML Example Projects 🎨☆139Updated 8 months ago
- Working example for serving a ML model using FastAPI and Celery☆74Updated 3 years ago
- Cookiecutter API for creating Custom Skills for Azure Search using Python and Docker☆533Updated 2 years ago
- sample code for tech blog post "Porting Flask to FastAPI for ML Model Serving"☆28Updated 2 years ago
- Serve your models with confidence☆39Updated 4 years ago
- Python client for RedisAI☆89Updated 2 years ago
- simple, flexible, offline capable, cloud storage with a Python path-like interface☆174Updated 4 months ago
- Example project using Tasks as Containers architecture☆19Updated 7 years ago
- Deploy MLflow with HTTP basic authentication using Docker☆104Updated last week
- yogadl, the flexible data layer☆74Updated 2 years ago
- Super lightweight function registries for your library☆178Updated last year
- Concept drift monitoring for HA model servers.☆102Updated 2 years ago
- Automated Data Science and Machine Learning library to optimize workflow.☆104Updated 2 years ago
- Katana project is a FastAPI template for ASAP 🚀 ML API deployment☆112Updated last year
- 🍦 Deployment tool for online machine learning models☆98Updated 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 3 months ago
- 🎛 Distributed machine learning made simple.☆49Updated 2 years ago
- MLOps simplified. One-stop AI delivery platform, all the features you need.☆102Updated 2 weeks ago
- style transfer web app [FastAPI + streamlit + Docker]☆124Updated last year
- ☆17Updated last year
- Code showing how to add metadata and versioning to an ML model base class.☆11Updated 2 years ago
- MLOps Python Library☆119Updated 3 years ago
- A CD4ML Example Setup on AWS S3, GitLab with DVC☆24Updated 2 years ago
- 🧬 A JupyterLab extension for annotating data with Prodigy☆189Updated 2 years ago