update samples from Release-165 as a part of SDK release

update samples from Release-164 as a part of  SDK release

how-to-use-azureml/automated-machine-learning/automl_env.yml

@@ -20,8 +20,8 @@ dependencies:
 - conda-forge::pyqt==5.12.3
 - jinja2<=2.11.2
 - markupsafe<2.1.0
-- tqdm==4.64.0
-- jsonschema==4.15.0
+- tqdm==4.64.1
+- jsonschema==4.16.0
 
 - pip:
   # Required packages for AzureML execution, history, and data preparation.

how-to-use-azureml/explain-model/azure-integration/gpu-explanation/train-explain-model-gpu-tree-explainer.ipynb

@@ -241,6 +241,8 @@
         "for dist in list(available_packages):\n",
         "    if dist.key == 'pandas':\n",
         "        pandas_ver = dist.version\n",
+        "    if dist.key == 'numpy':\n",
+        "        numpy_ver = dist.version\n",
         "pandas_dep = 'pandas'\n",
         "numpy_dep = 'numpy'\n",
         "if pandas_ver:\n",
@@ -286,7 +288,7 @@
         "pip uninstall -y xgboost && \\\n",
         "conda install py-xgboost==1.3.3 && \\\n",
         "pip uninstall -y numpy && \\\n",
-        "conda install {numpy_dep} \\\n",
+        "pip install {numpy_dep} \\\n",
         "\"\"\"\n",
         "\n",
         "env.python.user_managed_dependencies = True\n",