update samples from Release-240 as a part of 1.57.0 SDK stable release

Author: amlrelsa-ms

configuration.ipynb

@@ -103,7 +103,7 @@
       "source": [
         "import azureml.core\n",
         "\n",
-        "print(\"This notebook was created using version 1.56.0 of the Azure ML SDK\")\n",
+        "print(\"This notebook was created using version 1.57.0 of the Azure ML SDK\")\n",
         "print(\"You are currently using version\", azureml.core.VERSION, \"of the Azure ML SDK\")"
       ]
     },

contrib/fairness/fairlearn-azureml-mitigation.ipynb

@@ -194,7 +194,7 @@
         "categorical_transformer = Pipeline(\n",
         "    [\n",
         "        (\"impute\", SimpleImputer(strategy=\"most_frequent\")),\n",
-        "        (\"ohe\", OneHotEncoder(handle_unknown=\"ignore\", sparse=False)),\n",
+        "        (\"ohe\", OneHotEncoder(handle_unknown=\"ignore\", sparse_output=False)),\n",
         "    ]\n",
         ")\n",
         "\n",

contrib/fairness/fairlearn-azureml-mitigation.yml

@@ -6,7 +6,7 @@ dependencies:
   - fairlearn>=0.6.2,<=0.7.0
   - joblib
   - liac-arff
-  - raiwidgets~=0.33.0
+  - raiwidgets~=0.36.0
   - itsdangerous==2.0.1
   - markupsafe<2.1.0
   - protobuf==3.20.0

contrib/fairness/upload-fairness-dashboard.ipynb

@@ -209,7 +209,7 @@
         "categorical_transformer = Pipeline(\n",
         "    [\n",
         "        (\"impute\", SimpleImputer(strategy=\"most_frequent\")),\n",
-        "        (\"ohe\", OneHotEncoder(handle_unknown=\"ignore\", sparse=False)),\n",
+        "        (\"ohe\", OneHotEncoder(handle_unknown=\"ignore\", sparse_output=False)),\n",
         "    ]\n",
         ")\n",
         "\n",

contrib/fairness/upload-fairness-dashboard.yml

@@ -6,7 +6,7 @@ dependencies:
   - fairlearn>=0.6.2,<=0.7.0
   - joblib
   - liac-arff
-  - raiwidgets~=0.33.0
+  - raiwidgets~=0.36.0
   - itsdangerous==2.0.1
   - markupsafe<2.1.0
   - protobuf==3.20.0

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

@@ -14,14 +14,14 @@ dependencies:
 
 - pip:
   # Required packages for AzureML execution, history, and data preparation.
-  - azureml-widgets~=1.56.0
-  - azureml-defaults~=1.56.0
-  - -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.56.0/validated_win32_requirements.txt [--no-deps]
+  - azureml-widgets~=1.57.0
+  - azureml-defaults~=1.57.0
+  - -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.57.0/validated_win32_requirements.txt [--no-deps]
   - matplotlib==3.7.1
   - xgboost==1.5.2
   - prophet==1.1.4
   - pandas==1.3.5
   - cmdstanpy==1.1.0
   - setuptools-git==1.2
-  - spacy==3.4.4
-  - https://aka.ms/automl-resources/packages/en_core_web_sm-3.4.1.tar.gz
+  - spacy==3.7.4
+  - https://aka.ms/automl-resources/packages/en_core_web_sm-3.7.1.tar.gz

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

@@ -12,19 +12,19 @@ dependencies:
 - numpy>=1.21.6,<=1.23.5
 - urllib3==1.26.7
 - scipy==1.10.1
-- scikit-learn==1.1.3
+- scikit-learn==1.5.1
 - holidays==0.29
 - pytorch::pytorch=1.11.0
 - cudatoolkit=10.1.243
 - notebook
 
 - pip:
   # Required packages for AzureML execution, history, and data preparation.
-  - azureml-widgets~=1.56.0
-  - azureml-defaults~=1.56.0
+  - azureml-widgets~=1.57.0
+  - azureml-defaults~=1.57.0
   - pytorch-transformers==1.0.0
-  - spacy==3.4.4
+  - spacy==3.7.4
   - xgboost==1.5.2
   - prophet==1.1.4
-  - https://aka.ms/automl-resources/packages/en_core_web_sm-3.4.1.tar.gz
-  - -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.56.0/validated_linux_requirements.txt [--no-deps]
+  - https://aka.ms/automl-resources/packages/en_core_web_sm-3.7.1.tar.gz
+  - -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.57.0/validated_linux_requirements.txt [--no-deps]

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

@@ -10,17 +10,17 @@ dependencies:
 - python>=3.10,<3.11
 - numpy>=1.21.6,<=1.23.5
 - scipy==1.10.1
-- scikit-learn==1.1.3
+- scikit-learn==1.5.1
 - holidays==0.29
 
 - pip:
   # Required packages for AzureML execution, history, and data preparation.
-  - azureml-widgets~=1.56.0
-  - azureml-defaults~=1.56.0
+  - azureml-widgets~=1.57.0
+  - azureml-defaults~=1.57.0
   - pytorch-transformers==1.0.0
   - prophet==1.1.4
   - xgboost==1.5.2
-  - spacy==3.4.4
+  - spacy==3.7.4
   - matplotlib==3.7.1
-  - https://aka.ms/automl-resources/packages/en_core_web_sm-3.4.1.tar.gz
-  - -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.56.0/validated_darwin_requirements.txt [--no-deps]
+  - https://aka.ms/automl-resources/packages/en_core_web_sm-3.7.1.tar.gz
+  - -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.57.0/validated_darwin_requirements.txt [--no-deps]

how-to-use-azureml/automated-machine-learning/experimental/autofeaturization-codegen/codegen-for-autofeaturization.ipynb

@@ -97,7 +97,7 @@
       "metadata": {},
       "outputs": [],
       "source": [
-        "print(\"This notebook was created using version 1.56.0 of the Azure ML SDK\")\n",
+        "print(\"This notebook was created using version 1.57.0 of the Azure ML SDK\")\n",
         "print(\"You are currently using version\", azureml.core.VERSION, \"of the Azure ML SDK\")"
       ]
     },

how-to-use-azureml/automated-machine-learning/experimental/autofeaturization-custom-model-training/custom-model-training-from-autofeaturization-run.ipynb

@@ -97,7 +97,7 @@
       "metadata": {},
       "outputs": [],
       "source": [
-        "print(\"This notebook was created using version 1.56.0 of the Azure ML SDK\")\n",
+        "print(\"This notebook was created using version 1.57.0 of the Azure ML SDK\")\n",
         "print(\"You are currently using version\", azureml.core.VERSION, \"of the Azure ML SDK\")"
       ]
     },