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rastalarastala
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Merge branch 'master' of github.com:rastala/MachineLearningNotebooks
2 parents d81c336 + 6b8a6be commit cb5a178

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

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name: azure_automl
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dependencies:
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# The python interpreter version.
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# Currently Azure ML only supports 3.5.2 and later.
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- python>=3.5.2,<3.6.8
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- nb_conda
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- matplotlib==2.1.0
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- numpy>=1.11.0,<1.15.0
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- cython
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- urllib3<1.24
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- scipy>=1.0.0,<=1.1.0
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- scikit-learn>=0.18.0,<=0.19.1
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- pandas>=0.22.0,<0.23.0
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- tensorflow>=1.12.0
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- py-xgboost<=0.80
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- pip:
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# Required packages for AzureML execution, history, and data preparation.
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- azureml-sdk[automl,explain]
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- azureml-widgets
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- pandas_ml
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Diff for: ‎how-to-use-azureml/automated-machine-learning/automl_env_mac.yml

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name: azure_automl
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dependencies:
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# The python interpreter version.
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# Currently Azure ML only supports 3.5.2 and later.
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- python>=3.5.2,<3.6.8
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- nb_conda
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- matplotlib==2.1.0
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- numpy>=1.15.3
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- cython
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- urllib3<1.24
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- scipy>=1.0.0,<=1.1.0
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- scikit-learn>=0.18.0,<=0.19.1
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- pandas>=0.22.0,<0.23.0
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- tensorflow>=1.12.0
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- py-xgboost<=0.80
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- pip:
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# Required packages for AzureML execution, history, and data preparation.
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- azureml-sdk[automl,explain]
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- azureml-widgets
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- pandas_ml
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Diff for: ‎how-to-use-azureml/automated-machine-learning/automl_setup.cmd

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@echo off
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set conda_env_name=%1
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set automl_env_file=%2
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set options=%3
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set PIP_NO_WARN_SCRIPT_LOCATION=0
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IF "%conda_env_name%"=="" SET conda_env_name="azure_automl"
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IF "%automl_env_file%"=="" SET automl_env_file="automl_env.yml"
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IF NOT EXIST %automl_env_file% GOTO YmlMissing
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call conda activate %conda_env_name% 2>nul:
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if not errorlevel 1 (
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echo Upgrading azureml-sdk[automl,notebooks,explain] in existing conda environment %conda_env_name%
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call pip install --upgrade azureml-sdk[automl,notebooks,explain]
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if errorlevel 1 goto ErrorExit
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) else (
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call conda env create -f %automl_env_file% -n %conda_env_name%
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)
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call conda activate %conda_env_name% 2>nul:
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if errorlevel 1 goto ErrorExit
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call python -m ipykernel install --user --name %conda_env_name% --display-name "Python (%conda_env_name%)"
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REM azureml.widgets is now installed as part of the pip install under the conda env.
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REM Removing the old user install so that the notebooks will use the latest widget.
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call jupyter nbextension uninstall --user --py azureml.widgets
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echo.
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echo.
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echo ***************************************
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echo * AutoML setup completed successfully *
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echo ***************************************
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IF NOT "%options%"=="nolaunch" (
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echo.
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echo Starting jupyter notebook - please run the configuration notebook
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echo.
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jupyter notebook --log-level=50 --notebook-dir='..\..'
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)
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goto End
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:YmlMissing
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echo File %automl_env_file% not found.
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:ErrorExit
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echo Install failed
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:End

Diff for: ‎how-to-use-azureml/automated-machine-learning/automl_setup_linux.sh

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#!/bin/bash
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CONDA_ENV_NAME=$1
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AUTOML_ENV_FILE=$2
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OPTIONS=$3
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PIP_NO_WARN_SCRIPT_LOCATION=0
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if [ "$CONDA_ENV_NAME" == "" ]
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then
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CONDA_ENV_NAME="azure_automl"
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fi
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if [ "$AUTOML_ENV_FILE" == "" ]
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then
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AUTOML_ENV_FILE="automl_env.yml"
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fi
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if [ ! -f $AUTOML_ENV_FILE ]; then
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echo "File $AUTOML_ENV_FILE not found"
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exit 1
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fi
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if source activate $CONDA_ENV_NAME 2> /dev/null
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then
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echo "Upgrading azureml-sdk[automl,notebooks,explain] in existing conda environment" $CONDA_ENV_NAME
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pip install --upgrade azureml-sdk[automl,notebooks,explain] &&
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jupyter nbextension uninstall --user --py azureml.widgets
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else
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conda env create -f $AUTOML_ENV_FILE -n $CONDA_ENV_NAME &&
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source activate $CONDA_ENV_NAME &&
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python -m ipykernel install --user --name $CONDA_ENV_NAME --display-name "Python ($CONDA_ENV_NAME)" &&
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jupyter nbextension uninstall --user --py azureml.widgets &&
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echo "" &&
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echo "" &&
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echo "***************************************" &&
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echo "* AutoML setup completed successfully *" &&
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echo "***************************************" &&
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if [ "$OPTIONS" != "nolaunch" ]
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then
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echo "" &&
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echo "Starting jupyter notebook - please run the configuration notebook" &&
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echo "" &&
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jupyter notebook --log-level=50 --notebook-dir '../..'
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fi
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fi
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if [ $? -gt 0 ]
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then
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echo "Installation failed"
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fi
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Diff for: ‎how-to-use-azureml/automated-machine-learning/automl_setup_mac.sh

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#!/bin/bash
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CONDA_ENV_NAME=$1
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AUTOML_ENV_FILE=$2
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OPTIONS=$3
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PIP_NO_WARN_SCRIPT_LOCATION=0
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if [ "$CONDA_ENV_NAME" == "" ]
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then
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CONDA_ENV_NAME="azure_automl"
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fi
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if [ "$AUTOML_ENV_FILE" == "" ]
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then
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AUTOML_ENV_FILE="automl_env_mac.yml"
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fi
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if [ ! -f $AUTOML_ENV_FILE ]; then
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echo "File $AUTOML_ENV_FILE not found"
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exit 1
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fi
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if source activate $CONDA_ENV_NAME 2> /dev/null
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then
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echo "Upgrading azureml-sdk[automl,notebooks,explain] in existing conda environment" $CONDA_ENV_NAME
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pip install --upgrade azureml-sdk[automl,notebooks,explain] &&
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jupyter nbextension uninstall --user --py azureml.widgets
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else
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conda env create -f $AUTOML_ENV_FILE -n $CONDA_ENV_NAME &&
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source activate $CONDA_ENV_NAME &&
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conda install lightgbm -c conda-forge -y &&
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python -m ipykernel install --user --name $CONDA_ENV_NAME --display-name "Python ($CONDA_ENV_NAME)" &&
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jupyter nbextension uninstall --user --py azureml.widgets &&
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pip install numpy==1.15.3 &&
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echo "" &&
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echo "" &&
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echo "***************************************" &&
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echo "* AutoML setup completed successfully *" &&
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echo "***************************************" &&
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if [ "$OPTIONS" != "nolaunch" ]
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then
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echo "" &&
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echo "Starting jupyter notebook - please run the configuration notebook" &&
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echo "" &&
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jupyter notebook --log-level=50 --notebook-dir '../..'
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fi
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fi
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if [ $? -gt 0 ]
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then
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echo "Installation failed"
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fi
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