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.
☆67Updated 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.☆85Updated 2 years ago
- PoC with FastAPI and Celery to ML inference☆91Updated 2 years ago
- This article compares open-source Python packages for pipeline/workflow development: Airflow, Luigi, Gokart, Metaflow, Kedro, PipelineX.☆57Updated 5 years ago
- Python client for RedisAI☆88Updated 2 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆232Updated last year
- Barebones Python FastAPI in Kubernetes☆136Updated 4 years ago
- Hangar is version control for tensor data. Commit, branch, merge, revert, and collaborate in the data-defined software era.☆205Updated 5 years ago
- A small python library that can clump lists of data together.☆151Updated 3 years ago
- sample code for tech blog post "Porting Flask to FastAPI for ML Model Serving"☆28Updated 2 years ago
- 🍦 Deployment tool for online machine learning models☆98Updated 3 years ago
- Serve your models with confidence☆39Updated 4 years ago
- Python stream processing for humans☆185Updated 3 weeks ago
- Concept drift monitoring for HA model servers.☆102Updated 2 years ago
- The easiest way to integrate Kedro and Great Expectations☆54Updated 2 years ago
- Working example for serving a ML model using FastAPI and Celery☆74Updated 4 years ago
- BentoML Example Projects 🎨☆140Updated 9 months ago
- 🧬 A JupyterLab extension for annotating data with Prodigy☆189Updated 2 years ago
- Cookiecutter API for creating Custom Skills for Azure Search using Python and Docker☆534Updated 2 years ago
- Super lightweight function registries for your library☆180Updated last year
- RedisAI showcase☆56Updated last year
- ML pipeline orchestration and model deployments on Kubernetes.☆433Updated 2 years ago
- 🎛 Distributed machine learning made simple.☆49Updated 2 years ago
- simple, flexible, offline capable, cloud storage with a Python path-like interface☆174Updated 6 months ago
- Tools for MLflow☆38Updated last year
- yogadl, the flexible data layer☆74Updated 2 years ago
- Completely Scalable FastAPI based template for Machine Learning, Deep Learning and any other software project which wants to use Fast API…☆227Updated 5 months ago
- Automated Data Science and Machine Learning library to optimize workflow.☆105Updated 2 years ago
- Asynchronous queue for machine learning jobs☆150Updated 2 years ago
- MLOps Python Library☆120Updated 3 years ago