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update samples from Release-146 as a part of 1.0.62 SDK release

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vizhur
2019-09-16 23:21:57 +00:00
parent e1724c8a89
commit 6bb1e2a3e3
96 changed files with 11640 additions and 2027 deletions
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10
how-to-use-azureml/automated-machine-learning/regression/auto-ml-regression.ipynb
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@@ -84,9 +84,8 @@
"source": [
"ws = Workspace.from_config()\n",
"\n",
"# Choose a name for the experiment and specify the project folder.\n",
"# Choose a name for the experiment.\n",
"experiment_name = 'automl-local-regression'\n",
"project_folder = './sample_projects/automl-local-regression'\n",
"\n",
"experiment = Experiment(ws, experiment_name)\n",
"\n",
@@ -96,7 +95,6 @@
"output['Workspace Name'] = ws.name\n",
"output['Resource Group'] = ws.resource_group\n",
"output['Location'] = ws.location\n",
"output['Project Directory'] = project_folder\n",
"output['Experiment Name'] = experiment.name\n",
"pd.set_option('display.max_colwidth', -1)\n",
"outputDf = pd.DataFrame(data = output, index = [''])\n",
@@ -144,8 +142,7 @@
"|**iterations**|Number of iterations. In each iteration AutoML trains a specific pipeline with the data.|\n",
"|**n_cross_validations**|Number of cross validation splits.|\n",
"|**X**|(sparse) array-like, shape = [n_samples, n_features]|\n",
"|**y**|(sparse) array-like, shape = [n_samples, ], targets values.|\n",
"|**path**|Relative path to the project folder. AutoML stores configuration files for the experiment under this folder. You can specify a new empty folder.|"
"|**y**|(sparse) array-like, shape = [n_samples, ], targets values.|"
]
},
{
@@ -162,8 +159,7 @@
" debug_log = 'automl.log',\n",
" verbosity = logging.INFO,\n",
" X = X_train, \n",
" y = y_train,\n",
" path = project_folder)"
" y = y_train)"
]
},
{