Rebuild dev docs at master=5f3cbb5

Author: sklearn-ci

dev/_downloads/plot_theilsen.py

@@ -48,6 +48,8 @@
 estimators = [('OLS', LinearRegression()),
               ('Theil-Sen', TheilSenRegressor(random_state=42)),
               ('RANSAC', RANSACRegressor(random_state=42)), ]
+colors = {'OLS':'green', 'Theil-Sen':'blue', 'RANSAC':'red'}
+linestyle = {'OLS':'-', 'Theil-Sen':':', 'RANSAC':'--'}
 
 ##############################################################################
 # Outliers only in the y direction
@@ -71,7 +73,7 @@
     estimator.fit(X, y)
     elapsed_time = time.time() - t0
     y_pred = estimator.predict(line_x.reshape(2, 1))
-    plt.plot(line_x, y_pred,
+    plt.plot(line_x, y_pred, color = colors[name], linestyle = linestyle[name],
              label='%s (fit time: %.2fs)' % (name, elapsed_time))
 
 plt.axis('tight')
@@ -100,7 +102,7 @@
     estimator.fit(X, y)
     elapsed_time = time.time() - t0
     y_pred = estimator.predict(line_x.reshape(2, 1))
-    plt.plot(line_x, y_pred,
+    plt.plot(line_x, y_pred, color = colors[name], linestyle = linestyle[name],
              label='%s (fit time: %.2fs)' % (name, elapsed_time))
 
 plt.axis('tight')

dev/_images/plot_theilsen.png

@@ -3608,14 +3608,14 @@ Examples concerning the :mod:`sklearn.linear_model` module.
 
 .. raw:: html
 
-    <div class="thumbnailContainer" tooltip="Computes a Theil-Sen Regression on a synthetic dataset.">
+    <div class="thumbnailContainer" tooltip="Using orthogonal matching pursuit for recovering a sparse signal from a noisy measurement encod...">
 
 .. only:: html
 
-  .. figure:: linear_model/images/thumb/plot_theilsen.png
-    :target: ./linear_model/plot_theilsen.html
+  .. figure:: linear_model/images/thumb/plot_omp.png
+    :target: ./linear_model/plot_omp.html
 
-    :ref:`example_linear_model_plot_theilsen.py`
+    :ref:`example_linear_model_plot_omp.py`
 
 
 .. raw:: html
@@ -3627,20 +3627,20 @@ Examples concerning the :mod:`sklearn.linear_model` module.
 .. toctree::
    :hidden:
 
-   linear_model/plot_theilsen
+   linear_model/plot_omp
 
 
 
 .. raw:: html
 
-    <div class="thumbnailContainer" tooltip="Using orthogonal matching pursuit for recovering a sparse signal from a noisy measurement encod...">
+    <div class="thumbnailContainer" tooltip="Computes a Theil-Sen Regression on a synthetic dataset.">
 
 .. only:: html
 
-  .. figure:: linear_model/images/thumb/plot_omp.png
-    :target: ./linear_model/plot_omp.html
+  .. figure:: linear_model/images/thumb/plot_theilsen.png
+    :target: ./linear_model/plot_theilsen.html
 
-    :ref:`example_linear_model_plot_omp.py`
+    :ref:`example_linear_model_plot_theilsen.py`
 
 
 .. raw:: html
@@ -3652,7 +3652,7 @@ Examples concerning the :mod:`sklearn.linear_model` module.
 .. toctree::
    :hidden:
 
-   linear_model/plot_omp
+   linear_model/plot_theilsen
 
 
 

dev/_images/plot_theilsen1.png

@@ -60,6 +60,6 @@ it then works on a random subset.
 .. literalinclude:: plot_theilsen.py
     :lines: 36-
 
-**Total running time of the example:**  3.85 seconds
-( 0 minutes  3.85 seconds)
+**Total running time of the example:**  3.12 seconds
+( 0 minutes  3.12 seconds)
 

dev/_images/plot_theilsen_001.png

@@ -1092,18 +1092,18 @@ <h2>Tutorial exercises<a class="headerlink" href="#tutorial-exercises" title="Pe
 </div>
 </div><div class="toctree-wrapper compound">
 </div>
-<div class="thumbnailContainer" tooltip="Computes a Theil-Sen Regression on a synthetic dataset."><div class="figure">
-<a class="reference external image-reference" href="./linear_model/plot_theilsen.html"><img alt="../_images/plot_theilsen.png" src="../_images/plot_theilsen.png" /></a>
-<p class="caption"><a class="reference internal" href="linear_model/plot_theilsen.html#example-linear-model-plot-theilsen-py"><em>Theil-Sen Regression</em></a></p>
-</div>
-</div><div class="toctree-wrapper compound">
-</div>
 <div class="thumbnailContainer" tooltip="Using orthogonal matching pursuit for recovering a sparse signal from a noisy measurement encod..."><div class="figure">
 <a class="reference external image-reference" href="./linear_model/plot_omp.html"><img alt="../_images/plot_omp.png" src="../_images/plot_omp.png" /></a>
 <p class="caption"><a class="reference internal" href="linear_model/plot_omp.html#example-linear-model-plot-omp-py"><em>Orthogonal Matching Pursuit</em></a></p>
 </div>
 </div><div class="toctree-wrapper compound">
 </div>
+<div class="thumbnailContainer" tooltip="Computes a Theil-Sen Regression on a synthetic dataset."><div class="figure">
+<a class="reference external image-reference" href="./linear_model/plot_theilsen.html"><img alt="../_images/plot_theilsen.png" src="../_images/plot_theilsen.png" /></a>
+<p class="caption"><a class="reference internal" href="linear_model/plot_theilsen.html#example-linear-model-plot-theilsen-py"><em>Theil-Sen Regression</em></a></p>
+</div>
+</div><div class="toctree-wrapper compound">
+</div>
 <div class="thumbnailContainer" tooltip="Lasso and elastic net (L1 and L2 penalisation) implemented using a coordinate descent."><div class="figure">
 <a class="reference external image-reference" href="./linear_model/plot_lasso_coordinate_descent_path.html"><img alt="../_images/plot_lasso_coordinate_descent_path.png" src="../_images/plot_lasso_coordinate_descent_path.png" /></a>
 <p class="caption"><a class="reference internal" href="linear_model/plot_lasso_coordinate_descent_path.html#example-linear-model-plot-lasso-coordinate-descent-path-py"><em>Lasso and Elastic Net</em></a></p>

dev/_images/plot_theilsen_0011.png

@@ -37,7 +37,7 @@
     <link rel="top" title="scikit-learn 0.18.dev0 documentation" href="../../index.html" />
     <link rel="up" title="Examples" href="../index.html" />
     <link rel="next" title="Lasso model selection: Cross-Validation / AIC / BIC" href="plot_lasso_model_selection.html" />
-    <link rel="prev" title="Orthogonal Matching Pursuit" href="plot_omp.html" />
+    <link rel="prev" title="Theil-Sen Regression" href="plot_theilsen.html" />
 
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
@@ -113,14 +113,14 @@
   <!-- rellinks[1:] is an ugly hack to avoid link to module
   index -->
         <div class="rellink">
-        <a href="plot_omp.html"
+        <a href="plot_theilsen.html"
         accesskey="P">Previous
         <br/>
         <span class="smallrellink">
-        Orthogonal Ma...
+        Theil-Sen Reg...
         </span>
             <span class="hiddenrellink">
-            Orthogonal Matching Pursuit
+            Theil-Sen Regression
             </span>
         </a>
         </div>
@@ -285,7 +285,7 @@
      <div class="rel">
 
     <div class="buttonPrevious">
-      <a href="plot_omp.html">Previous
+      <a href="plot_theilsen.html">Previous
       </a>
     </div>