Compare commits
5 Commits
release_up
...
release_up
| Author | SHA1 | Date | |
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c660f09ad3 | ||
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9743c0a1fa | ||
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ba4dac530e | ||
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7f7f0040fd | ||
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e0c9376aab |
@@ -103,7 +103,7 @@
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"source": [
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"import azureml.core\n",
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"\n",
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"print(\"This notebook was created using version 1.44.0 of the Azure ML SDK\")\n",
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"print(\"This notebook was created using version 1.45.0 of the Azure ML SDK\")\n",
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"print(\"You are currently using version\", azureml.core.VERSION, \"of the Azure ML SDK\")"
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]
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},
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@@ -6,7 +6,7 @@ dependencies:
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- fairlearn>=0.6.2
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- joblib
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- liac-arff
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- raiwidgets~=0.19.0
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- raiwidgets~=0.21.0
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- itsdangerous==2.0.1
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- markupsafe<2.1.0
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- protobuf==3.20.0
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@@ -6,7 +6,7 @@ dependencies:
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- fairlearn>=0.6.2
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- joblib
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- liac-arff
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- raiwidgets~=0.19.0
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- raiwidgets~=0.21.0
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- itsdangerous==2.0.1
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- markupsafe<2.1.0
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- protobuf==3.20.0
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@@ -18,16 +18,18 @@ dependencies:
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- pywin32==227
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- PySocks==1.7.1
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- conda-forge::pyqt==5.12.3
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- jsonschema==4.9.1
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- Pygments==2.12.0
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- jinja2<=2.11.2
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- markupsafe<2.1.0
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- tqdm==4.64.0
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- pip:
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# Required packages for AzureML execution, history, and data preparation.
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- azureml-widgets~=1.44.0
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- azureml-widgets~=1.45.0
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- azureml-defaults~=1.45.0
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- pytorch-transformers==1.0.0
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- spacy==2.2.4
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- pystan==2.19.1.1
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- https://aka.ms/automl-resources/packages/en_core_web_sm-2.1.0.tar.gz
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- -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.44.0/validated_win32_requirements.txt [--no-deps]
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- -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.45.0/validated_win32_requirements.txt [--no-deps]
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- arch==4.14
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- wasabi==0.9.1
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@@ -21,13 +21,16 @@ dependencies:
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- conda-forge::fbprophet==0.7.1
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- pytorch::pytorch=1.4.0
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- cudatoolkit=10.1.243
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- jinja2<=2.11.2
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- markupsafe<2.1.0
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- pip:
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# Required packages for AzureML execution, history, and data preparation.
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- azureml-widgets~=1.44.0
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- azureml-widgets~=1.45.0
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- azureml-defaults~=1.45.0
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- pytorch-transformers==1.0.0
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- spacy==2.2.4
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- pystan==2.19.1.1
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- https://aka.ms/automl-resources/packages/en_core_web_sm-2.1.0.tar.gz
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- -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.44.0/validated_linux_requirements.txt [--no-deps]
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- -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.45.0/validated_linux_requirements.txt [--no-deps]
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- arch==4.14
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@@ -22,13 +22,16 @@ dependencies:
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- conda-forge::fbprophet==0.7.1
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- pytorch::pytorch=1.4.0
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- cudatoolkit=9.0
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- jinja2<=2.11.2
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- markupsafe<2.1.0
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- pip:
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# Required packages for AzureML execution, history, and data preparation.
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- azureml-widgets~=1.44.0
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- azureml-widgets~=1.45.0
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- azureml-defaults~=1.45.0
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- pytorch-transformers==1.0.0
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- spacy==2.2.4
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- pystan==2.19.1.1
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- https://aka.ms/automl-resources/packages/en_core_web_sm-2.1.0.tar.gz
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- -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.44.0/validated_darwin_requirements.txt [--no-deps]
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- -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.45.0/validated_darwin_requirements.txt [--no-deps]
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- arch==4.14
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@@ -97,7 +97,7 @@
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"metadata": {},
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"outputs": [],
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"source": [
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"print(\"This notebook was created using version 1.44.0 of the Azure ML SDK\")\n",
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"print(\"This notebook was created using version 1.45.0 of the Azure ML SDK\")\n",
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"print(\"You are currently using version\", azureml.core.VERSION, \"of the Azure ML SDK\")"
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]
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},
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@@ -97,7 +97,7 @@
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"metadata": {},
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"outputs": [],
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"source": [
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"print(\"This notebook was created using version 1.44.0 of the Azure ML SDK\")\n",
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"print(\"This notebook was created using version 1.45.0 of the Azure ML SDK\")\n",
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"print(\"You are currently using version\", azureml.core.VERSION, \"of the Azure ML SDK\")"
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]
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},
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@@ -3,7 +3,7 @@ dependencies:
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# The python interpreter version.
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# Currently Azure ML only supports 3.6.0 and later.
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- pip<=20.2.4
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- python>=3.6.0,<3.9
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- python>=3.6.0,<3.10
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- cython==0.29.14
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- urllib3==1.26.7
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- PyJWT < 2.0.0
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@@ -18,4 +18,6 @@ dependencies:
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- azureml-defaults
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- azureml-sdk
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- azureml-widgets
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- azureml-mlflow
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- pandas
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- mlflow
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@@ -7,7 +7,7 @@ dependencies:
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# Currently Azure ML only supports 3.6.0 and later.
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- pip<=20.2.4
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- nomkl
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- python>=3.6.0,<3.9
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- python>=3.6.0,<3.10
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- urllib3==1.26.7
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- PyJWT < 2.0.0
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- numpy>=1.21.6,<=1.22.3
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@@ -20,4 +20,6 @@ dependencies:
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- azureml-defaults
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- azureml-sdk
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- azureml-widgets
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- azureml-mlflow
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- pandas
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- mlflow
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@@ -92,7 +92,7 @@
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"metadata": {},
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"outputs": [],
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"source": [
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"print(\"This notebook was created using version 1.44.0 of the Azure ML SDK\")\n",
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"print(\"This notebook was created using version 1.45.0 of the Azure ML SDK\")\n",
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"print(\"You are currently using version\", azureml.core.VERSION, \"of the Azure ML SDK\")"
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]
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},
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@@ -91,7 +91,7 @@
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"metadata": {},
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"outputs": [],
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"source": [
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"print(\"This notebook was created using version 1.44.0 of the Azure ML SDK\")\n",
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"print(\"This notebook was created using version 1.45.0 of the Azure ML SDK\")\n",
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"print(\"You are currently using version\", azureml.core.VERSION, \"of the Azure ML SDK\")"
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]
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},
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@@ -106,7 +106,7 @@
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"metadata": {},
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"outputs": [],
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"source": [
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"print(\"This notebook was created using version 1.44.0 of the Azure ML SDK\")\n",
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"print(\"This notebook was created using version 1.45.0 of the Azure ML SDK\")\n",
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"print(\"You are currently using version\", azureml.core.VERSION, \"of the Azure ML SDK\")"
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]
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},
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@@ -237,12 +237,16 @@
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"import pkg_resources\n",
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"available_packages = pkg_resources.working_set\n",
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"pandas_ver = None\n",
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"numpy_ver = None\n",
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"for dist in list(available_packages):\n",
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" if dist.key == 'pandas':\n",
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" pandas_ver = dist.version\n",
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"pandas_dep = 'pandas'\n",
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"numpy_dep = 'numpy'\n",
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"if pandas_ver:\n",
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" pandas_dep = 'pandas=={}'.format(pandas_ver)\n",
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"if numpy_ver:\n",
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" numpy_dep = 'numpy=={}'.format(numpy_ver)\n",
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"\n",
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"# Note: we build shap at commit 690245 for Tesla K80 GPUs\n",
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"env.docker.base_dockerfile = f\"\"\"\n",
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@@ -282,7 +286,7 @@
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"pip uninstall -y xgboost && \\\n",
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"conda install py-xgboost==1.3.3 && \\\n",
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"pip uninstall -y numpy && \\\n",
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"conda install numpy==1.20.3 \\\n",
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"conda install {numpy_dep} \\\n",
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"\"\"\"\n",
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"\n",
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"env.python.user_managed_dependencies = True\n",
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@@ -11,7 +11,7 @@ dependencies:
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- ipython
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- matplotlib
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- ipywidgets
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- raiwidgets~=0.19.0
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- raiwidgets~=0.21.0
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- itsdangerous==2.0.1
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- markupsafe<2.1.0
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- scipy>=1.5.3
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@@ -11,7 +11,7 @@ dependencies:
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- matplotlib
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- azureml-dataset-runtime
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- ipywidgets
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- raiwidgets~=0.19.0
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- raiwidgets~=0.21.0
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- itsdangerous==2.0.1
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- markupsafe<2.1.0
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- scipy>=1.5.3
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@@ -10,7 +10,7 @@ dependencies:
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- ipython
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- matplotlib
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- ipywidgets
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- raiwidgets~=0.19.0
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- raiwidgets~=0.21.0
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- packaging>=20.9
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- itsdangerous==2.0.1
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- markupsafe<2.1.0
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@@ -10,7 +10,7 @@ dependencies:
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- ipython
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- matplotlib
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- ipywidgets
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- raiwidgets~=0.19.0
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- raiwidgets~=0.21.0
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- packaging>=20.9
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- itsdangerous==2.0.1
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- markupsafe<2.1.0
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@@ -12,7 +12,7 @@ dependencies:
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- azureml-dataset-runtime
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- azureml-core
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- ipywidgets
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- raiwidgets~=0.19.0
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- raiwidgets~=0.21.0
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- itsdangerous==2.0.1
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- markupsafe<2.1.0
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- scipy>=1.5.3
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@@ -4,7 +4,7 @@ import os
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import numpy as np
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from utils import download_mnist
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from datautils import download_mnist
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import chainer
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from chainer import backend
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@@ -2,7 +2,7 @@ import numpy as np
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import os
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import json
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from utils import download_mnist
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from datautils import download_mnist
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from chainer import serializers, using_config, Variable, datasets
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import chainer.functions as F
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@@ -210,7 +210,7 @@
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"\n",
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"shutil.copy('chainer_mnist.py', project_folder)\n",
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"shutil.copy('chainer_score.py', project_folder)\n",
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"shutil.copy('utils.py', project_folder)"
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"shutil.copy('datautils.py', project_folder)"
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]
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},
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{
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@@ -283,7 +283,7 @@
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"\n",
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"# Specify a GPU base image\n",
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"pytorch_env.docker.enabled = True\n",
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"pytorch_env.docker.base_image = 'mcr.microsoft.com/azureml/openmpi3.1.2-cuda10.1-cudnn7-ubuntu18.04'"
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"pytorch_env.docker.base_image = 'mcr.microsoft.com/azureml/openmpi4.1.0-cuda11.1-cudnn8-ubuntu18.04'"
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]
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},
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{
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@@ -8,7 +8,7 @@ dependencies:
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- matplotlib
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- azureml-dataset-runtime
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- ipywidgets
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- raiwidgets~=0.19.0
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- raiwidgets~=0.21.0
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- liac-arff
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- packaging>=20.9
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- itsdangerous==2.0.1
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@@ -101,7 +101,7 @@
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"\n",
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"# Check core SDK version number\n",
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"\n",
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"print(\"This notebook was created using SDK version 1.44.0, you are currently running version\", azureml.core.VERSION)"
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"print(\"This notebook was created using SDK version 1.45.0, you are currently running version\", azureml.core.VERSION)"
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]
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},
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{
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@@ -1,10 +1,11 @@
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import keras
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from keras.models import Sequential
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from keras.layers import Dense, Dropout, Flatten
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from keras.layers import Conv2D, MaxPooling2D
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from keras.layers.normalization import BatchNormalization
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from keras.utils import to_categorical
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from keras.callbacks import Callback
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from tensorflow.keras.models import Sequential
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from tensorflow.keras.layers import Dense, Dropout, Flatten
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from tensorflow.keras.layers import Conv2D, MaxPooling2D
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from tensorflow.keras.layers import BatchNormalization
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from tensorflow.keras.losses import categorical_crossentropy
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from tensorflow.keras.optimizers import Adam
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from tensorflow.keras.utils import to_categorical
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from tensorflow.keras.callbacks import Callback
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import numpy as np
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import pandas as pd
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@@ -64,8 +65,8 @@ model.add(Dense(128, activation='relu'))
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model.add(Dropout(0.3))
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model.add(Dense(num_classes, activation='softmax'))
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model.compile(loss=keras.losses.categorical_crossentropy,
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optimizer=keras.optimizers.Adam(),
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model.compile(loss=categorical_crossentropy,
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optimizer=Adam(),
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metrics=['accuracy'])
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# start an Azure ML run
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@@ -270,16 +270,19 @@
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"%%writefile conda_dependencies.yml\n",
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"\n",
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"dependencies:\n",
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"- python=3.6.2\n",
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"- python=3.8\n",
|
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"- pip==20.2.4\n",
|
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"- pip:\n",
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" - azureml-core\n",
|
||||
" - azureml-dataset-runtime\n",
|
||||
" - keras==2.4.3\n",
|
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" - tensorflow==2.4.3\n",
|
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" - keras==2.6\n",
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" - tensorflow-gpu==2.6\n",
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" - numpy\n",
|
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" - scikit-learn\n",
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" - pandas\n",
|
||||
" - matplotlib"
|
||||
" - matplotlib\n",
|
||||
" - protobuf==3.20.1\n",
|
||||
" - typing-extensions==4.3.0"
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||||
]
|
||||
},
|
||||
{
|
||||
|
||||
@@ -102,7 +102,7 @@
|
||||
"source": [
|
||||
"import azureml.core\n",
|
||||
"\n",
|
||||
"print(\"This notebook was created using version 1.44.0 of the Azure ML SDK\")\n",
|
||||
"print(\"This notebook was created using version 1.45.0 of the Azure ML SDK\")\n",
|
||||
"print(\"You are currently using version\", azureml.core.VERSION, \"of the Azure ML SDK\")"
|
||||
]
|
||||
},
|
||||
|
||||
@@ -151,8 +151,7 @@
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||||
"# use a curated environment that has already been built for you\n",
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"\n",
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"env = Environment.get(workspace=ws, \n",
|
||||
" name=\"AzureML-Scikit-learn0.24-Cuda11-OpenMpi4.1.0-py36\", \n",
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||||
" version=1)"
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||||
" name=\"AzureML-sklearn-0.24-ubuntu18.04-py37-cpu\")"
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||||
]
|
||||
},
|
||||
{
|
||||
|
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Reference in New Issue
Block a user