schmidtbri / task-queue-ml-model-deploymentLinks
Deploying an ML Model in a Task Queue
☆11Updated last year
Alternatives and similar repositories for task-queue-ml-model-deployment
Users that are interested in task-queue-ml-model-deployment are comparing it to the libraries listed below
Sorting:
- deploying an ML model to Heroku with FastAPI☆51Updated last year
- Working example for serving a ML model using FastAPI and Celery☆74Updated 4 years ago
- Deploy and scale machine learning models with FastAPI, Redis and Docker☆151Updated 4 years ago
- Stubbing out and documenting FastAPI, VueJS 3 and Docker workflow.☆19Updated 5 years ago
- Kafka variant of the MLOps Level 1 stack☆27Updated 3 years ago
- PoC with FastAPI and Celery to ML inference☆93Updated 3 years ago
- Barebones Python FastAPI in Kubernetes☆136Updated 4 years ago
- Build Deep Neural Network model in Keras and deploy a REST API to production with Flask on Google App Engine☆33Updated 2 years ago
- How to build and deploy an anonymization API with FastAPI and SpaCy☆71Updated 4 years ago
- WebSocket example with FastAPI and React.☆46Updated 4 years ago
- How to do data science with Optimus, Spark and Python.☆19Updated 6 years ago
- Sample repository demonstrating how to use FastAPI to serve HTML web apps.☆77Updated last year
- ☆72Updated 6 years ago
- Get your MLOps (Level 1) platform started and going fast.☆127Updated 2 years ago
- Get started DVC project☆65Updated last year
- style transfer web app [FastAPI + streamlit + Docker]☆125Updated 2 years ago
- ☆20Updated 3 years ago
- Code demonstrating a simple Machine Learning model abstract base class and its uses.☆14Updated 2 years ago
- Code showing how to add metadata and versioning to an ML model base class.☆11Updated 3 years ago
- This repository contains a docker image that I use to develop my artificial intelligence applications in an uncomplicated fashion. Python…☆47Updated 3 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,…☆67Updated 3 years ago
- Completely Scalable FastAPI based template for Machine Learning, Deep Learning and any other software project which wants to use Fast API…☆228Updated 8 months ago
- Implement rest api service for manipulating blog contents using FastAPI in Python☆12Updated 2 years ago
- Evaluating the condition of a vehicle☆48Updated 3 years ago
- Minimal example utilizing Fastapi and celery with Redis for celery back-end and task queue, and flower for monitoring the celery tasks.☆69Updated 2 years ago
- BentoML Example Projects 🎨☆142Updated last year
- "1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data…☆49Updated last year
- Sample project showing reliable data ingestion application using FastAPI and dramatiq☆45Updated 4 years ago
- FastAPI Skeleton App to serve machine learning models production-ready.☆597Updated last month
- TwitterAPI + Flask + Nameko + Postgresql + Textblob☆16Updated 2 years ago