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Matthias Feurer: Release 0.14 (#1266)
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‎main/.buildinfo‎

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# Sphinx build info version 1
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# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
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config: 977121ba2ad02efffcbb2ee6874bcd8d
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config: 55bd42d8e8254e3927fde8ded5e10c76
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tags: 645f666f9bcd5a90fca523b33c5a78b7

‎main/_downloads/0a5da6cf0947c30e6ebb0b171dfc1b5a/configure_logging.py‎

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import logging
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openml.config.console_log.setLevel(logging.DEBUG)
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openml.config.file_log.setLevel(logging.WARNING)
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openml.config.set_console_log_level(logging.DEBUG)
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openml.config.set_file_log_level(logging.WARNING)
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openml.datasets.get_dataset("iris")
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# Now the log level that was previously written to file should also be shown in the console.

‎main/_downloads/1ad3e73844b6bba64db63f52045fc1ae/suites_tutorial.py‎

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# We'll take a random subset of at least ten tasks of all available tasks on
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# the test server:
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all_tasks = list(openml.tasks.list_tasks().keys())
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all_tasks = list(openml.tasks.list_tasks(output_format="dataframe")["tid"])
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task_ids_for_suite = sorted(np.random.choice(all_tasks, replace=False, size=20))
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# The study needs a machine-readable and unique alias. To obtain this,

‎main/_downloads/27f49b0e36fba2fe65360adcf060e098/2015_neurips_feurer_example.ipynb‎

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"name": "python",
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‎main/_downloads/296bc5731c400ca6e06e54ecb9b84b5c/configure_logging.ipynb‎

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"cell_type": "markdown",
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},
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"outputs": [],
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"source": [
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"# License: BSD 3-Clause\n\nimport openml\n\nopenml.datasets.get_dataset(\"iris\")\n\n# With default configuration, the above example will show no output to console.\n# However, in your cache directory you should find a file named 'openml_python.log',\n# which has a DEBUG message written to it. It should be either like\n# \"[DEBUG] [10:46:19:openml.datasets.dataset] Saved dataset 61: iris to file ...\"\n# or like\n# \"[DEBUG] [10:49:38:openml.datasets.dataset] Data pickle file already exists and is up to date.\"\n# , depending on whether or not you had downloaded iris before.\n# The processed log levels can be configured programmatically:\n\nimport logging\n\nopenml.config.console_log.setLevel(logging.DEBUG)\nopenml.config.file_log.setLevel(logging.WARNING)\nopenml.datasets.get_dataset(\"iris\")\n\n# Now the log level that was previously written to file should also be shown in the console.\n# The message is now no longer written to file as the `file_log` was set to level `WARNING`.\n#\n# It is also possible to specify the desired log levels through the configuration file.\n# This way you will not need to set them on each script separately.\n# Add the line **verbosity = NUMBER** and/or **file_verbosity = NUMBER** to the config file,\n# where 'NUMBER' should be one of:\n#\n# * 0: `logging.WARNING` and up.\n# * 1: `logging.INFO` and up.\n# * 2: `logging.DEBUG` and up (i.e. all messages)."
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"# License: BSD 3-Clause\n\nimport openml\n\nopenml.datasets.get_dataset(\"iris\")\n\n# With default configuration, the above example will show no output to console.\n# However, in your cache directory you should find a file named 'openml_python.log',\n# which has a DEBUG message written to it. It should be either like\n# \"[DEBUG] [10:46:19:openml.datasets.dataset] Saved dataset 61: iris to file ...\"\n# or like\n# \"[DEBUG] [10:49:38:openml.datasets.dataset] Data pickle file already exists and is up to date.\"\n# , depending on whether or not you had downloaded iris before.\n# The processed log levels can be configured programmatically:\n\nimport logging\n\nopenml.config.set_console_log_level(logging.DEBUG)\nopenml.config.set_file_log_level(logging.WARNING)\nopenml.datasets.get_dataset(\"iris\")\n\n# Now the log level that was previously written to file should also be shown in the console.\n# The message is now no longer written to file as the `file_log` was set to level `WARNING`.\n#\n# It is also possible to specify the desired log levels through the configuration file.\n# This way you will not need to set them on each script separately.\n# Add the line **verbosity = NUMBER** and/or **file_verbosity = NUMBER** to the config file,\n# where 'NUMBER' should be one of:\n#\n# * 0: `logging.WARNING` and up.\n# * 1: `logging.INFO` and up.\n# * 2: `logging.DEBUG` and up (i.e. all messages)."
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]
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‎main/_downloads/4076733b22158deda2a79e57d217b001/2018_kdd_rijn_example.ipynb‎

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‎main/_downloads/42ecf9b9ca30a385452934aeb1a420d5/2018_neurips_perrone_example.ipynb‎

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‎main/_downloads/4e36450a7c3d3fe8c9f4e71689c8e677/plot_svm_hyperparameters_tutorial.ipynb‎

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‎main/_downloads/4ff7bd62b4b1b9012f431cd3c21d497d/study_tutorial.ipynb‎

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‎main/_downloads/51e951fb65905058a563b0f066ec5771/2018_ida_strang_example.ipynb‎

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