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update samples from Release-168 as a part of SDK release

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amlrelsa-ms
2022-12-05 17:52:07 +00:00
parent 38d5743bbb
commit 4404e62f58
44 changed files with 187 additions and 814 deletions
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12
how-to-use-azureml/explain-model/azure-integration/gpu-explanation/train-explain-model-gpu-tree-explainer.ipynb
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@@ -106,7 +106,7 @@
"metadata": {},
"outputs": [],
"source": [
"print(\"This notebook was created using version 1.47.0 of the Azure ML SDK\")\n",
"print(\"This notebook was created using version 1.48.0 of the Azure ML SDK\")\n",
"print(\"You are currently using version\", azureml.core.VERSION, \"of the Azure ML SDK\")"
]
},
@@ -235,14 +235,18 @@
"# Note: this is to pin the pandas and xgboost versions to be same as notebook.\n",
"# In production scenario user would choose their dependencies\n",
"import pkg_resources\n",
"from distutils.version import LooseVersion\n",
"available_packages = pkg_resources.working_set\n",
"pandas_ver = None\n",
"numpy_ver = None\n",
"for dist in list(available_packages):\n",
" if dist.key == 'pandas':\n",
" pandas_ver = dist.version\n",
" pandas_ver = dist.version\n",
" if dist.key == 'numpy':\n",
" numpy_ver = dist.version\n",
" if LooseVersion(dist.version) >= LooseVersion('1.20.0'):\n",
" numpy_ver = dist.version\n",
" else:\n",
" numpy_ver = '1.21.6'\n",
"pandas_dep = 'pandas'\n",
"numpy_dep = 'numpy'\n",
"if pandas_ver:\n",
@@ -252,7 +256,7 @@
"\n",
"# Note: we build shap at commit 690245 for Tesla K80 GPUs\n",
"env.docker.base_dockerfile = f\"\"\"\n",
"FROM nvidia/cuda:10.2-devel-ubuntu18.04\n",
"FROM nvidia/cuda:10.2-devel-ubuntu20.04\n",
"ENV PATH=\"/root/miniconda3/bin:${{PATH}}\"\n",
"ARG PATH=\"/root/miniconda3/bin:${{PATH}}\"\n",
"RUN apt-get update && \\\n",

2
how-to-use-azureml/explain-model/azure-integration/gpu-explanation/train-explain-model-gpu-tree-explainer.yml
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@@ -10,7 +10,7 @@ dependencies:
- ipython
- matplotlib
- ipywidgets
- raiwidgets~=0.22.0
- raiwidgets~=0.23.0
- itsdangerous==2.0.1
- markupsafe<2.1.0
- scipy>=1.5.3

2
how-to-use-azureml/explain-model/azure-integration/remote-explanation/explain-model-on-amlcompute.yml
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@@ -10,7 +10,7 @@ dependencies:
- matplotlib
- azureml-dataset-runtime
- ipywidgets
- raiwidgets~=0.22.0
- raiwidgets~=0.23.0
- itsdangerous==2.0.1
- markupsafe<2.1.0
- scipy>=1.5.3

2
how-to-use-azureml/explain-model/azure-integration/run-history/save-retrieve-explanations-run-history.yml
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@@ -9,7 +9,7 @@ dependencies:
- ipython
- matplotlib
- ipywidgets
- raiwidgets~=0.22.0
- raiwidgets~=0.23.0
- packaging>=20.9
- itsdangerous==2.0.1
- markupsafe<2.1.0

2
how-to-use-azureml/explain-model/azure-integration/scoring-time/train-explain-model-locally-and-deploy.yml
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@@ -9,7 +9,7 @@ dependencies:
- ipython
- matplotlib
- ipywidgets
- raiwidgets~=0.22.0
- raiwidgets~=0.23.0
- packaging>=20.9
- itsdangerous==2.0.1
- markupsafe<2.1.0

2
how-to-use-azureml/explain-model/azure-integration/scoring-time/train-explain-model-on-amlcompute-and-deploy.yml
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@@ -11,7 +11,7 @@ dependencies:
- azureml-dataset-runtime
- azureml-core
- ipywidgets
- raiwidgets~=0.22.0
- raiwidgets~=0.23.0
- itsdangerous==2.0.1
- markupsafe<2.1.0
- scipy>=1.5.3