sageworks
SageWorks: An easy to use Python API for creating and deploying AWS SageMaker Models
MIT License
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Fully functional AWS Dashboard, lots of various improvements and bug fixes.
Published by brifordwylie about 1 year ago
This release includes additional EDA functionality for outliers and a correlation matrix that is now part of the DataSources and FeatureSets web interfaces.
Full Changelog: https://github.com/SuperCowPowers/sageworks/compare/v0.1.5.3...v0.1.6
Published by brifordwylie over 1 year ago
A lot of the general functionality is now in place. The Artifact and Transform classes have at least reference versions in place. Definitely still a Pre-Release/Alpha code base but usable and functionality (mostly).
Full Changelog: https://github.com/SuperCowPowers/sageworks/compare/v0.1.4...v0.1.5.2
Published by brifordwylie over 1 year ago
This pre-release includes all the basic artifact and transform subclasses. The AWS Dashboard Application has been improved and now includes 'drill down' pages for each artifact type.
Published by brifordwylie over 1 year ago
Initial release of the SageWorks Artifact and Transform classes. All of the scaffold classes are in place and working on some minimal level. We also have our first application 'Artifact Viewer' which is a utilitarian interface to dynamically monitor AWS Services (SageWorks Artifacts).