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dengdifan: fix dist twine check for github (automl#439)
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# Sphinx build info version 1
# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
config: d030894ca2be9e5e86b4fd97a867854b
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tags: 645f666f9bcd5a90fca523b33c5a78b7
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<!DOCTYPE html>

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<script data-url_root="../../../" id="documentation_options" src="../../../_static/documentation_options.js"></script>
<script src="../../../_static/jquery.js"></script>
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Expand Down Expand Up @@ -625,7 +626,7 @@ <h1>Source code for autoPyTorch.api.tabular_classification</h1><div class="highl
</p>
<p>
&copy; Copyright 2014-2022, Machine Learning Professorship Freiburg.<br/>
Created using <a href="http://sphinx-doc.org/">Sphinx</a> 4.4.0.<br/>
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5 changes: 3 additions & 2 deletions development/_modules/autoPyTorch/api/tabular_regression.html
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<html>
<html lang="en">
<head>
<meta charset="utf-8" />
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<script data-url_root="../../../" id="documentation_options" src="../../../_static/documentation_options.js"></script>
<script src="../../../_static/jquery.js"></script>
<script src="../../../_static/underscore.js"></script>
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<link rel="index" title="Index" href="../../../genindex.html" />
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Expand Down Expand Up @@ -602,7 +603,7 @@ <h1>Source code for autoPyTorch.api.tabular_regression</h1><div class="highlight
</p>
<p>
&copy; Copyright 2014-2022, Machine Learning Professorship Freiburg.<br/>
Created using <a href="http://sphinx-doc.org/">Sphinx</a> 4.4.0.<br/>
Created using <a href="http://sphinx-doc.org/">Sphinx</a> 5.0.2.<br/>
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<!DOCTYPE html>

<html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<script data-url_root="../../../../" id="documentation_options" src="../../../../_static/documentation_options.js"></script>
<script src="../../../../_static/jquery.js"></script>
<script src="../../../../_static/underscore.js"></script>
<script src="../../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
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<link rel="index" title="Index" href="../../../../genindex.html" />
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</p>
<p>
&copy; Copyright 2014-2022, Machine Learning Professorship Freiburg.<br/>
Created using <a href="http://sphinx-doc.org/">Sphinx</a> 4.4.0.<br/>
Created using <a href="http://sphinx-doc.org/">Sphinx</a> 5.0.2.<br/>
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<!DOCTYPE html>

<html>
<html lang="en">
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<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<script data-url_root="../../../../" id="documentation_options" src="../../../../_static/documentation_options.js"></script>
<script src="../../../../_static/jquery.js"></script>
<script src="../../../../_static/underscore.js"></script>
<script src="../../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
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<link rel="index" title="Index" href="../../../../genindex.html" />
<link rel="search" title="Search" href="../../../../search.html" />
Expand Down Expand Up @@ -442,7 +443,7 @@ <h1>Source code for autoPyTorch.pipeline.components.base_component</h1><div clas
</p>
<p>
&copy; Copyright 2014-2022, Machine Learning Professorship Freiburg.<br/>
Created using <a href="http://sphinx-doc.org/">Sphinx</a> 4.4.0.<br/>
Created using <a href="http://sphinx-doc.org/">Sphinx</a> 5.0.2.<br/>
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<!DOCTYPE html>

<html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<script data-url_root="../../../" id="documentation_options" src="../../../_static/documentation_options.js"></script>
<script src="../../../_static/jquery.js"></script>
<script src="../../../_static/underscore.js"></script>
<script src="../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
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<link rel="index" title="Index" href="../../../genindex.html" />
<link rel="search" title="Search" href="../../../search.html" />
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</p>
<p>
&copy; Copyright 2014-2022, Machine Learning Professorship Freiburg.<br/>
Created using <a href="http://sphinx-doc.org/">Sphinx</a> 4.4.0.<br/>
Created using <a href="http://sphinx-doc.org/">Sphinx</a> 5.0.2.<br/>
</p>
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</footer>
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<!DOCTYPE html>

<html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<script data-url_root="../../../" id="documentation_options" src="../../../_static/documentation_options.js"></script>
<script src="../../../_static/jquery.js"></script>
<script src="../../../_static/underscore.js"></script>
<script src="../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
<script src="../../../_static/doctools.js"></script>
<link rel="index" title="Index" href="../../../genindex.html" />
<link rel="search" title="Search" href="../../../search.html" />
Expand Down Expand Up @@ -459,7 +460,7 @@ <h1>Source code for autoPyTorch.pipeline.tabular_regression</h1><div class="high
</p>
<p>
&copy; Copyright 2014-2022, Machine Learning Professorship Freiburg.<br/>
Created using <a href="http://sphinx-doc.org/">Sphinx</a> 4.4.0.<br/>
Created using <a href="http://sphinx-doc.org/">Sphinx</a> 5.0.2.<br/>
</p>
</div>
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<!DOCTYPE html>

<html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<script data-url_root="../../../" id="documentation_options" src="../../../_static/documentation_options.js"></script>
<script src="../../../_static/jquery.js"></script>
<script src="../../../_static/underscore.js"></script>
<script src="../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
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<link rel="index" title="Index" href="../../../genindex.html" />
<link rel="search" title="Search" href="../../../search.html" />
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</p>
<p>
&copy; Copyright 2014-2022, Machine Learning Professorship Freiburg.<br/>
Created using <a href="http://sphinx-doc.org/">Sphinx</a> 4.4.0.<br/>
Created using <a href="http://sphinx-doc.org/">Sphinx</a> 5.0.2.<br/>
</p>
</div>
</footer>
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<!DOCTYPE html>

<html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<script data-url_root="../../../" id="documentation_options" src="../../../_static/documentation_options.js"></script>
<script src="../../../_static/jquery.js"></script>
<script src="../../../_static/underscore.js"></script>
<script src="../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
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<link rel="index" title="Index" href="../../../genindex.html" />
<link rel="search" title="Search" href="../../../search.html" />
Expand Down Expand Up @@ -355,7 +356,7 @@ <h1>Source code for autoPyTorch.pipeline.traditional_tabular_regression</h1><div
</p>
<p>
&copy; Copyright 2014-2022, Machine Learning Professorship Freiburg.<br/>
Created using <a href="http://sphinx-doc.org/">Sphinx</a> 4.4.0.<br/>
Created using <a href="http://sphinx-doc.org/">Sphinx</a> 5.0.2.<br/>
</p>
</div>
</footer>
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5 changes: 3 additions & 2 deletions development/_modules/index.html
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<!DOCTYPE html>

<html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
<script src="../_static/jquery.js"></script>
<script src="../_static/underscore.js"></script>
<script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
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<link rel="index" title="Index" href="../genindex.html" />
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</p>
<p>
&copy; Copyright 2014-2022, Machine Learning Professorship Freiburg.<br/>
Created using <a href="http://sphinx-doc.org/">Sphinx</a> 4.4.0.<br/>
Created using <a href="http://sphinx-doc.org/">Sphinx</a> 5.0.2.<br/>
</p>
</div>
</footer>
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Pipeline Random Config:
________________________________________
Configuration(values={
'image_augmenter:GaussianBlur:sigma_min': 1.2329755725391824,
'image_augmenter:GaussianBlur:sigma_offset': 2.17995589356565,
'image_augmenter:GaussianBlur:use_augmenter': True,
'image_augmenter:GaussianBlur:use_augmenter': False,
'image_augmenter:GaussianNoise:use_augmenter': False,
'image_augmenter:RandomAffine:use_augmenter': False,
'image_augmenter:RandomCutout:use_augmenter': False,
'image_augmenter:Resize:use_augmenter': True,
'image_augmenter:ZeroPadAndCrop:percent': 0.33852145254374955,
'image_augmenter:RandomAffine:rotate': 25,
'image_augmenter:RandomAffine:scale_offset': 0.17911084673615535,
'image_augmenter:RandomAffine:shear': 29,
'image_augmenter:RandomAffine:translate_percent_offset': 0.2595162834252603,
'image_augmenter:RandomAffine:use_augmenter': True,
'image_augmenter:RandomCutout:p': 0.41657143992832846,
'image_augmenter:RandomCutout:use_augmenter': True,
'image_augmenter:Resize:use_augmenter': False,
'image_augmenter:ZeroPadAndCrop:percent': 0.2504071930090588,
'normalizer:__choice__': 'NoNormalizer',
})

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.. rst-class:: sphx-glr-timing

**Total running time of the script:** ( 0 minutes 6.608 seconds)
**Total running time of the script:** ( 0 minutes 5.591 seconds)


.. _sphx_glr_download_examples_20_basics_example_image_classification.py:
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.. code-block:: none
<autoPyTorch.api.tabular_classification.TabularClassificationTask object at 0x7f2712518fd0>
<autoPyTorch.api.tabular_classification.TabularClassificationTask object at 0x7fdc1b398100>
Expand Down Expand Up @@ -191,7 +191,7 @@ Print the final ensemble performance
.. rst-class:: sphx-glr-timing

**Total running time of the script:** ( 5 minutes 20.869 seconds)
**Total running time of the script:** ( 5 minutes 20.003 seconds)


.. _sphx_glr_download_examples_20_basics_example_tabular_classification.py:
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Expand Up @@ -125,7 +125,7 @@ Search for an ensemble of machine learning algorithms
.. code-block:: none
<autoPyTorch.api.tabular_regression.TabularRegressionTask object at 0x7f27a5e0a760>
<autoPyTorch.api.tabular_regression.TabularRegressionTask object at 0x7fdca57c8b50>
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| 2 | SimpleImputer,Variance Threshold,NoCoalescer,OneHotEncoder,StandardScaler,NoFeaturePreprocessing | no embedding,ShapedMLPBackbone,FullyConnectedHead,nn.Sequential | 0.1 |
| 3 | None | LGBMLearner | 0.04 |
autoPyTorch results:
Dataset name: 7b60f081-9f9b-11ec-87f1-01dea1401669
Dataset name: 7a5ffe66-f075-11ec-8806-a30cbc8a0bb8
Optimisation Metric: r2
Best validation score: 0.8670098636440993
Number of target algorithm runs: 28
Number of target algorithm runs: 24
Number of successful target algorithm runs: 22
Number of crashed target algorithm runs: 4
Number of target algorithms that exceeded the time limit: 2
Number of crashed target algorithm runs: 1
Number of target algorithms that exceeded the time limit: 1
Number of target algorithms that exceeded the memory limit: 0
Expand All @@ -183,7 +183,7 @@ Print the final ensemble performance
.. rst-class:: sphx-glr-timing

**Total running time of the script:** ( 5 minutes 36.070 seconds)
**Total running time of the script:** ( 5 minutes 35.570 seconds)


.. _sphx_glr_download_examples_20_basics_example_tabular_regression.py:
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Computation times
=================
**11:03.547** total execution time for **examples_20_basics** files:
**11:01.164** total execution time for **examples_20_basics** files:

+--------------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_examples_20_basics_example_tabular_regression.py` (``example_tabular_regression.py``) | 05:36.070 | 0.0 MB |
| :ref:`sphx_glr_examples_20_basics_example_tabular_regression.py` (``example_tabular_regression.py``) | 05:35.570 | 0.0 MB |
+--------------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_examples_20_basics_example_tabular_classification.py` (``example_tabular_classification.py``) | 05:20.869 | 0.0 MB |
| :ref:`sphx_glr_examples_20_basics_example_tabular_classification.py` (``example_tabular_classification.py``) | 05:20.003 | 0.0 MB |
+--------------------------------------------------------------------------------------------------------------+-----------+--------+
| :ref:`sphx_glr_examples_20_basics_example_image_classification.py` (``example_image_classification.py``) | 00:06.608 | 0.0 MB |
| :ref:`sphx_glr_examples_20_basics_example_image_classification.py` (``example_image_classification.py``) | 00:05.591 | 0.0 MB |
+--------------------------------------------------------------------------------------------------------------+-----------+--------+
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