Skip to content

Tools for running in colab and other training conveniences.

Notifications You must be signed in to change notification settings

gradienthealth/gh-tools

Repository files navigation

Gradient Health Tools

Python Package

Tools to be used primarily in colab training environment and using wasabi storage for logging/data. Also includes tools for common dicom preprocessing steps.

Callbacks

gh_tools.callbacks.keras_storage

Used for syncing models/logs into s3 file system

gh_tools.callbacks.log_code

Used to snapshot notebooks into s3 file system

Utils

gh_tools.utils.image

Used for various 2D image transforms see (projection matrix)[https://en.wikipedia.org/wiki/Transformation_matrix]

gh_tools.utils.colab

Used for checking and saving notebooks in colab programmatically

gh_tools.utils.version_service

Bundles callbacks related to versioning and logging.

gh_tools.layers

Custom Keras Layers Useful for wrapping models.

Contributing and Issues

Contributions are welcome in the form of pull requests. For issues, please provide a minimal example of code which results in an error.

Software License

Copyright 2020 Ouwen Huang, Gradient Health Inc.

About

Tools for running in colab and other training conveniences.

Resources

Stars

Watchers

Forks

Packages

No packages published