sagemaker-experiments

SageMaker Experiments v0.1.45 release!

Changes:

• fix readme description syntax error causing release action to fail

You can upgrade from PyPI via:

pip install -U sagemaker-experiments

SageMaker Experiments v0.1.44 release!

Changes:

• fix release task
• fix: fetch all during release
• fix doc build
• Merge pull request #188 from leoroy/mix-case-fix
• fix the trial-component loading issue for jobs with mix-case name
• Reverted to note
• Updated note to warning
• Updated note to warning
• Updated note to warning
• Updated readme language
• Updated readme
• Updated readme
• Updated readme
• Updated readme
• Merge pull request #184 from leoroy/fix-sp
• fix: fix the issue allowing unused service principals
• deploy new version for non source changes

You can upgrade from PyPI via:

pip install -U sagemaker-experiments

SageMaker Experiments v0.1.43 release!

Changes:

• add version number to checkout uses
• add version numbers to uses statements
• update action workflow for new python versions
• add support for python 3.10 and 3.11

You can upgrade from PyPI via:

pip install -U sagemaker-experiments

SageMaker Experiments v0.1.42 release!

Changes:

• upgrade action versions
• drop 3.6, add 3.9 and 3.10
• Change sklearn dependency to scikit-learn.

You can upgrade from PyPI via:

pip install -U sagemaker-experiments

SageMaker Experiments v0.1.41 release!

Changes:

• lowercase source arn before listing trial components

You can upgrade from PyPI via:

pip install -U sagemaker-experiments

SageMaker Experiments v0.1.40 release!

Changes:

• remove failing sign step
• minor documentation fixes in Tracker

You can upgrade from PyPI via:

pip install -U sagemaker-experiments

SageMaker Experiments v0.1.39 release!

Changes:

• fix flake8 error
• fix linting issue
• fix(tracker.py): add base_trial_component_name parameter to create function

You can upgrade from PyPI via:

pip install -U sagemaker-experiments

SageMaker Experiments v0.1.38 release!

Changes:

• Merge pull request #162 from Snoyark/suffixAddition
• change name suffix resolution to account for sub-second api calls

You can upgrade from PyPI via:

pip install -U sagemaker-experiments

SageMaker Experiments v0.1.37 release!

Changes:

• Merge pull request #158 from jkasiraj/tracker
• skip invalid numbers when logging a metric or parameter (#161)
• doc: view ROC, PR, and confusion matrix in Trial Component UI

You can upgrade from PyPI via:

pip install -U sagemaker-experiments

SageMaker Experiments v0.1.36 release!

Changes:

• improve logging and retry of trial add/remove TC test
• fix trial documentation
• black format fix
• generate docs during CI
• fix doc generation
• retry association tests
• add retry config for integration tests
• Use SageMaker default bucket
• Fix MNIST data location, add os import

You can upgrade from PyPI via:

pip install -U sagemaker-experiments

SageMaker Experiments v0.1.35 release!

Changes:

• Delete cloudformation.schema.json
• Delete sam.schema.json
• doc: remove references to CreateArtifact restriction and clarify where graph artifacts are rendered in Studio

You can upgrade from PyPI via:

pip install -U sagemaker-experiments

SageMaker Experiments v0.1.34 release!

Changes:

• clarify log_metric behavior in Tracker documentation

You can upgrade from PyPI via:

pip install -U sagemaker-experiments

SageMaker Experiments v0.1.33 release!

Changes:

• doc: add note regarding enable_sagemaker_metrics

You can upgrade from PyPI via:

pip install -U sagemaker-experiments

SageMaker Experiments v0.1.32 release!

Changes:

• doc: update graph artifact documentation

You can upgrade from PyPI via:

pip install -U sagemaker-experiments

SageMaker Experiments v0.1.31 release!

Changes:

• doc: clarify receiver operating characteristic curve doc
• Revert "remove unneccessary codcov token"
• remove unneccessary codcov token

You can upgrade from PyPI via:

pip install -U sagemaker-experiments

SageMaker Experiments v0.1.30 release!

Changes:

• fix(tracker): log_metrics dataframe argument check allows df to be passed

You can upgrade from PyPI via:

pip install -U sagemaker-experiments

SageMaker Experiments v0.1.29 release!

Changes:

• add no skill to P/R curve graph artifact
• add documentation regarding limitations of log_metric method

You can upgrade from PyPI via:

pip install -U sagemaker-experiments

SageMaker Experiments v0.1.28 release!

Changes:

• feature: add log confusion matrix
• add confusion matrix json schema

You can upgrade from PyPI via:

pip install -U sagemaker-experiments

SageMaker Experiments v0.1.27 release!

Changes:

• enable log of precision recall graphs

You can upgrade from PyPI via:

pip install -U sagemaker-experiments

SageMaker Experiments v0.1.26 release!

Changes:

• add wait for trial component to be created to improve test reliability
• add collect tests tox env
• list trials under trial component
• Log all files in a directory
• handle max input/output artifacts on TC
• add note to methods that call restricted API CreateArtifact
• add sleep in integ test for consistent results
• add docker-based test instructions
• revert use of CMH in test setup

You can upgrade from PyPI via:

pip install -U sagemaker-experiments