model-deployment

Free MLOps course from DataTalks.Club

Unified Model Serving Framework 🍱

Simple and Distributed Machine Learning

Time Series Forecasting Best Practices & Examples

Boosting your Web Services of Deep Learning Applications.

Model Deployment at Scale on Kubernetes 🦄️

Python + Inference - Model Deployment library in Python. Simplest model inference server ever.

Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features

A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.

Starter app for fastai v3 model deployment on Render

A Beautiful Flask Web API for Yolov7 (and custom) models

Fast model deployment on any cloud 🚀

BentoML Example Projects 🎨

🤖 An automated machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers). Python 3.6 required.

Serving PyTorch models with TorchServe 🔥

Deploy DL/ ML inference pipelines with minimal extra code.

Make ML 🥶

gRPC server for hosting ML models trained on any framework in python

A collection of model deployment library and technique.

'Deploying machine learning models with a Flask API' tutorial, written for HyperionDev