Example Projects

Here are the official BentoML example projects that you can find in the bentoml/gallery repository, grouped by the main ML training framework used in the project.

You can download the examples below and run them on your computer. Links to run them on Google Colab are also available, although some of the features demo’d in the notebooks does not work in the Colab environment due to its limitations, including running the BentoML API model server, building docker image or creating cloud deployment.

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

If you have a project built with BentoML and would like to share with the community, feel free to create a Pull Request and add your project to the list above.