Release Notes

Kaptain SDK 1.0.0 Release Notes

New Features

• Support for model building/deploying using non-deep learning frameworks
• Added support for new frameworks: scikit-learn, XGBoost, MXNet, LightGBM and ONNX
• Added two new tutorials: Developing and deploying scikit-learn models with Kaptain SDK and Build Docker Images with Kaptain SDK

Breaking changes

Model.framework property type has been changed from str to ModelFramework(Enum) and need to be updated based on the actual model framework, e.g:

from kaptain.model.frameworks import ModelFramework

model = Model(
    id="dev/mnist",
    name="MNIST",
    description="MNIST Model",
    version="0.0.1",
    framework=ModelFramework.SKLEARN,
    framework_version="0.24.2",
    ...
)