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BentoML gallery

This is collection of machine learning projects demonstrating how to use BentoML to ship trained machine learning models for model serving in production.

Example Projects built with BentoML

Scikit-Learn

PyTorch

Tensorflow Keras

Tensorflow 2.0

XGBoost

FastAI

LightGBM

H2O

FastText

ONNX

PaddlePaddle

PaddleHub

Spacy

Statsmodels

AWS SageMaker

SQL Server Machine Learning Services

MLflow

RedisAI

  • Tf2 fashion MNIST - source

  • CIFAR-10 Image Classification - source

Contributing

Have questions or feedback? Post a new github issue or join our Slack chat room: join BentoML Slack

Want to help build BentoML? Check out our contributing guide and the development guide in the main repository.

To make sure you have a pleasant experience, please read the code of conduct. It outlines core values and beliefs and will make working together a happier experience.

If you have built an interesting project using BentoML and wants to add it to the list, feel free to share and chat with us in our slack channel.

Happy hacking!