Minor version release v0.5.0

[just4brown]

Issue #, if available: n/a

Description of changes: Artifacts for minor version release v0.5.0

Test results: 2 test suite failures: scipy (known issue), sagemaker python sdk (new known issue)

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[just4brown]

Staleness Report: 0.5.0(gpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
boto3	1.28.40	1.28.40
conda	23.7.3	23.7.3
${\color{red}numpy}$	1.24.4	1.25.2
${\color{red}ipython}$	8.12.2	8.15.0
ipywidgets	8.1.0	8.1.0
${\color{red}scipy}$	1.10.1	1.11.2
jinja2	3.1.2	3.1.2
jupyterlab	3.6.5	3.6.5
${\color{red}keras}$	2.12.0	2.13.1
matplotlib	3.7.2	3.7.2
${\color{red}pandas}$	2.0.3	2.1.0
pip	23.2.1	23.2.1
scikit-learn	1.3.0	1.3.0
py-xgboost-gpu	1.7.6	1.7.6
pytorch-gpu	2.0.0	2.0.0
sagemaker-python-sdk	2.182.0	2.182.0
tensorflow	2.12.1	2.12.1
torchvision	0.15.2	0.15.2

Staleness Report: 0.5.0(cpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
boto3	1.28.40	1.28.40
conda	23.7.3	23.7.3
${\color{red}numpy}$	1.24.4	1.25.2
${\color{red}ipython}$	8.12.2	8.15.0
ipywidgets	8.1.0	8.1.0
${\color{red}scipy}$	1.10.1	1.11.2
jinja2	3.1.2	3.1.2
jupyterlab	3.6.5	3.6.5
${\color{red}keras}$	2.12.0	2.13.1
matplotlib	3.7.2	3.7.2
${\color{red}pandas}$	2.0.3	2.1.0
pip	23.2.1	23.2.1
scikit-learn	1.3.0	1.3.0
py-xgboost-cpu	1.7.6	1.7.6
pytorch	2.0.0	2.0.0