Sarah Krebs: Add missing period in docs.

development/.buildinfo

@@ -1,4 +1,4 @@
 # 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: 6608b27388206ed9797051c679e67b69
+config: 90faed2217151f73460d686b39135ff6
 tags: 645f666f9bcd5a90fca523b33c5a78b7

development/1_installation.html

@@ -1093,7 +1093,7 @@ <h2>Conda-forge<a class="headerlink" href="#conda-forge" title="Permalink to thi
 <section id="windows-via-wsl-experimental">
 <h2>Windows via WSL (Experimental)<a class="headerlink" href="#windows-via-wsl-experimental" title="Permalink to this heading">¶</a></h2>
 <p>SMAC can be installed under Windows in a WSL (Windows Subsystem for Linux).
-You can find an instruction on how to do this here: <a class="reference internal" href="10_experimental.html#experimental"><span class="std std-ref">Experimental</span></a>
+You can find an instruction on how to do this here: <a class="reference internal" href="10_experimental.html#experimental"><span class="std std-ref">Experimental</span></a>.
 However, this is experimental and might not work in each case.
 If you would like to suggest any changes, please let us know.</p>
 </section>

development/_sources/1_installation.rst.txt

@@ -73,6 +73,6 @@ Windows via WSL (Experimental)
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 SMAC can be installed under Windows in a WSL (Windows Subsystem for Linux). 
-You can find an instruction on how to do this here: :ref:`Experimental<Experimental>`
+You can find an instruction on how to do this here: :ref:`Experimental<Experimental>`.
 However, this is experimental and might not work in each case. 
 If you would like to suggest any changes, please let us know. 

development/_sources/examples/1_basics/1_quadratic_function.rst.txt

@@ -154,7 +154,7 @@ be applied to problems with large evaluation budgets (up to 1000 evaluations).
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  3.666 seconds)
+   **Total running time of the script:** ( 0 minutes  3.286 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_1_quadratic_function.py:

development/_sources/examples/1_basics/2_svm_cv.rst.txt

@@ -1335,7 +1335,7 @@ types as well as conditional hyperparameters.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  1.765 seconds)
+   **Total running time of the script:** ( 0 minutes  1.894 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_2_svm_cv.py:

development/_sources/examples/1_basics/3_ask_and_tell.rst.txt

@@ -36,19 +36,21 @@ This examples show how to use the Ask-and-Tell interface.
     [INFO][abstract_intensifier.py:515] Added config 38310a as new incumbent because there are no incumbents yet.
     [INFO][abstract_intensifier.py:590] Added config a840bc and rejected config 38310a as incumbent because it is not better than the incumbents on 1 instances:
     [INFO][abstract_intensifier.py:590] Added config e8ddec and rejected config a840bc as incumbent because it is not better than the incumbents on 1 instances:
-    [INFO][abstract_intensifier.py:590] Added config e74ba7 and rejected config e8ddec as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][abstract_intensifier.py:590] Added config a9b60d and rejected config e8ddec as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][abstract_intensifier.py:590] Added config 96f88f and rejected config a9b60d as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][abstract_intensifier.py:590] Added config 0d4e03 and rejected config 96f88f as incumbent because it is not better than the incumbents on 1 instances:
     [INFO][smbo.py:319] Finished 50 trials.
-    [INFO][abstract_intensifier.py:590] Added config 1eebbc and rejected config e74ba7 as incumbent because it is not better than the incumbents on 1 instances:
-    [INFO][abstract_intensifier.py:590] Added config f01c34 and rejected config 1eebbc as incumbent because it is not better than the incumbents on 1 instances:
-    [INFO][abstract_intensifier.py:590] Added config 1df946 and rejected config f01c34 as incumbent because it is not better than the incumbents on 1 instances:
-    [INFO][abstract_intensifier.py:590] Added config 535c5d and rejected config 1df946 as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][abstract_intensifier.py:590] Added config 737ab9 and rejected config 0d4e03 as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][abstract_intensifier.py:590] Added config eeebb9 and rejected config 737ab9 as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][abstract_intensifier.py:590] Added config 6d9074 and rejected config eeebb9 as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][abstract_intensifier.py:590] Added config a0e706 and rejected config 6d9074 as incumbent because it is not better than the incumbents on 1 instances:
     [INFO][smbo.py:319] Finished 100 trials.
     [INFO][smbo.py:327] Configuration budget is exhausted:
     [INFO][smbo.py:328] --- Remaining wallclock time: inf
     [INFO][smbo.py:329] --- Remaining cpu time: inf
     [INFO][smbo.py:330] --- Remaining trials: 0
     Default cost: 16916.0
-    Incumbent cost: 1.1183978687059386
+    Incumbent cost: 0.8499771879028607
 
 
 
@@ -138,7 +140,7 @@ This examples show how to use the Ask-and-Tell interface.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  4.127 seconds)
+   **Total running time of the script:** ( 0 minutes  3.893 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_3_ask_and_tell.py:

development/_sources/examples/1_basics/4_callback.rst.txt

@@ -146,7 +146,7 @@ Furthermore, we print some stages of the optimization process.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  0.198 seconds)
+   **Total running time of the script:** ( 0 minutes  0.192 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_4_callback.py:

development/_sources/examples/1_basics/5_continue.rst.txt

@@ -170,7 +170,7 @@ there already is a previous run with the same meta data, this run will be contin
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  1.184 seconds)
+   **Total running time of the script:** ( 0 minutes  1.118 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_5_continue.py:

development/_sources/examples/1_basics/6_priors.rst.txt

@@ -42,15 +42,15 @@ optimization, you have to change the acquisition function to ``PriorAcquisitionF
     [WARNING][prior_acqusition_function.py:107] Discretizing the prior for random forest models.
     [INFO][abstract_intensifier.py:515] Added config 7ec7fe as new incumbent because there are no incumbents yet.
     [INFO][abstract_intensifier.py:590] Added config 6acb23 and rejected config 7ec7fe as incumbent because it is not better than the incumbents on 1 instances:
-    [INFO][abstract_intensifier.py:590] Added config 37a8e7 and rejected config 6acb23 as incumbent because it is not better than the incumbents on 1 instances:
-    [INFO][abstract_intensifier.py:590] Added config 5b96ec and rejected config 37a8e7 as incumbent because it is not better than the incumbents on 1 instances:
-    [INFO][abstract_intensifier.py:590] Added config 35cf09 and rejected config 5b96ec as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][abstract_intensifier.py:590] Added config 95309e and rejected config 6acb23 as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][abstract_intensifier.py:590] Added config 87ba17 and rejected config 95309e as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][abstract_intensifier.py:590] Added config a3d1bd and rejected config 87ba17 as incumbent because it is not better than the incumbents on 1 instances:
     [INFO][smbo.py:327] Configuration budget is exhausted:
     [INFO][smbo.py:328] --- Remaining wallclock time: inf
     [INFO][smbo.py:329] --- Remaining cpu time: inf
     [INFO][smbo.py:330] --- Remaining trials: 0
     Default cost: 0.038952336737852145
-    Default cost: 0.02727174249458364
+    Default cost: 0.026719281956050667
 
 
 
@@ -225,7 +225,7 @@ optimization, you have to change the acquisition function to ``PriorAcquisitionF
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  36.782 seconds)
+   **Total running time of the script:** ( 0 minutes  35.289 seconds)
 
 
 .. _sphx_glr_download_examples_1_basics_6_priors.py:

development/_sources/examples/1_basics/sg_execution_times.rst.txt

@@ -6,18 +6,18 @@
 
 Computation times
 =================
-**00:47.723** total execution time for **examples_1_basics** files:
+**00:45.673** total execution time for **examples_1_basics** files:
 
 +-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_1_basics_6_priors.py` (``6_priors.py``)                         | 00:36.782 | 0.0 MB |
+| :ref:`sphx_glr_examples_1_basics_6_priors.py` (``6_priors.py``)                         | 00:35.289 | 0.0 MB |
 +-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_1_basics_3_ask_and_tell.py` (``3_ask_and_tell.py``)             | 00:04.127 | 0.0 MB |
+| :ref:`sphx_glr_examples_1_basics_3_ask_and_tell.py` (``3_ask_and_tell.py``)             | 00:03.893 | 0.0 MB |
 +-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_1_basics_1_quadratic_function.py` (``1_quadratic_function.py``) | 00:03.666 | 0.0 MB |
+| :ref:`sphx_glr_examples_1_basics_1_quadratic_function.py` (``1_quadratic_function.py``) | 00:03.286 | 0.0 MB |
 +-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_1_basics_2_svm_cv.py` (``2_svm_cv.py``)                         | 00:01.765 | 0.0 MB |
+| :ref:`sphx_glr_examples_1_basics_2_svm_cv.py` (``2_svm_cv.py``)                         | 00:01.894 | 0.0 MB |
 +-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_1_basics_5_continue.py` (``5_continue.py``)                     | 00:01.184 | 0.0 MB |
+| :ref:`sphx_glr_examples_1_basics_5_continue.py` (``5_continue.py``)                     | 00:01.118 | 0.0 MB |
 +-----------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_1_basics_4_callback.py` (``4_callback.py``)                     | 00:00.198 | 0.0 MB |
+| :ref:`sphx_glr_examples_1_basics_4_callback.py` (``4_callback.py``)                     | 00:00.192 | 0.0 MB |
 +-----------------------------------------------------------------------------------------+-----------+--------+

development/_sources/examples/2_multi_fidelity/1_mlp_epochs.rst.txt

@@ -66,22 +66,19 @@ is chosen to optimize the average accuracy on 5-fold cross validation.
     [INFO][smbo.py:319] Finished 0 trials.
     [INFO][smbo.py:319] Finished 0 trials.
     [INFO][smbo.py:319] Finished 0 trials.
-    [INFO][smbo.py:319] Finished 50 trials.
-    [INFO][smbo.py:319] Finished 50 trials.
-    [INFO][smbo.py:319] Finished 50 trials.
-    [INFO][abstract_intensifier.py:515] Added config 6c8a7b as new incumbent because there are no incumbents yet.
-    [INFO][abstract_intensifier.py:590] Added config 72f7f7 and rejected config 6c8a7b as incumbent because it is not better than the incumbents on 1 instances:
+    [INFO][abstract_intensifier.py:515] Added config 72f7f7 as new incumbent because there are no incumbents yet.
     [INFO][smbo.py:327] Configuration budget is exhausted:
-    [INFO][smbo.py:328] --- Remaining wallclock time: -0.4561758041381836
+    [INFO][smbo.py:328] --- Remaining wallclock time: -0.21197295188903809
     [INFO][smbo.py:329] --- Remaining cpu time: inf
-    [INFO][smbo.py:330] --- Remaining trials: 410
+    [INFO][smbo.py:330] --- Remaining trials: 407
+    [INFO][abstract_intensifier.py:590] Added config eb39a1 and rejected config 72f7f7 as incumbent because it is not better than the incumbents on 1 instances:
     Default cost (SuccessiveHalving): 0.36672856700711853
-    Incumbent cost (SuccessiveHalving): 0.030055710306406747
+    Incumbent cost (SuccessiveHalving): 0.021148251315382338
     [INFO][abstract_initial_design.py:82] Using `n_configs` and ignoring `n_configs_per_hyperparameter`.
     [INFO][abstract_facade.py:200] Workers are reduced to 8.
     /opt/hostedtoolcache/Python/3.10.12/x64/lib/python3.10/site-packages/distributed/node.py:182: UserWarning: Port 8787 is already in use.
     Perhaps you already have a cluster running?
-    Hosting the HTTP server on port 42253 instead
+    Hosting the HTTP server on port 35783 instead
       warnings.warn(
     [INFO][abstract_initial_design.py:147] Using 5 initial design configurations and 0 additional configurations.
     [INFO][successive_halving.py:164] Successive Halving uses budget type BUDGETS with eta 3, min budget 1, and max budget 25.
@@ -105,10 +102,11 @@ is chosen to optimize the average accuracy on 5-fold cross validation.
     [INFO][abstract_intensifier.py:590] Added config efc781 and rejected config ceb3eb as incumbent because it is not better than the incumbents on 1 instances:
     [INFO][abstract_intensifier.py:590] Added config 9d67d8 and rejected config efc781 as incumbent because it is not better than the incumbents on 1 instances:
     [INFO][smbo.py:319] Finished 50 trials.
+    [INFO][smbo.py:319] Finished 50 trials.
     [INFO][smbo.py:327] Configuration budget is exhausted:
-    [INFO][smbo.py:328] --- Remaining wallclock time: -0.15600109100341797
+    [INFO][smbo.py:328] --- Remaining wallclock time: -0.13264775276184082
     [INFO][smbo.py:329] --- Remaining cpu time: inf
-    [INFO][smbo.py:330] --- Remaining trials: 437
+    [INFO][smbo.py:330] --- Remaining trials: 422
     Default cost (Hyperband): 0.36672856700711853
     Incumbent cost (Hyperband): 0.0178087279480037
 
@@ -289,7 +287,7 @@ is chosen to optimize the average accuracy on 5-fold cross validation.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 2 minutes  42.104 seconds)
+   **Total running time of the script:** ( 2 minutes  48.302 seconds)
 
 
 .. _sphx_glr_download_examples_2_multi_fidelity_1_mlp_epochs.py:

development/_sources/examples/2_multi_fidelity/2_sgd_datasets.rst.txt

@@ -61,10 +61,11 @@ the target function now is required to have an instance argument.
     [INFO][smbo.py:319] Finished 100 trials.
     [INFO][smbo.py:319] Finished 150 trials.
     [INFO][smbo.py:319] Finished 200 trials.
+    [INFO][smbo.py:319] Finished 250 trials.
     [INFO][smbo.py:327] Configuration budget is exhausted:
-    [INFO][smbo.py:328] --- Remaining wallclock time: -0.056450843811035156
+    [INFO][smbo.py:328] --- Remaining wallclock time: -0.39971089363098145
     [INFO][smbo.py:329] --- Remaining cpu time: inf
-    [INFO][smbo.py:330] --- Remaining trials: 4778
+    [INFO][smbo.py:330] --- Remaining trials: 4746
     Default cost: 0.15489347419148672
     Incumbent cost: 0.006249006102246613
 
@@ -206,7 +207,7 @@ the target function now is required to have an instance argument.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  42.419 seconds)
+   **Total running time of the script:** ( 0 minutes  41.340 seconds)
 
 
 .. _sphx_glr_download_examples_2_multi_fidelity_2_sgd_datasets.py:

development/_sources/examples/2_multi_fidelity/sg_execution_times.rst.txt

@@ -6,10 +6,10 @@
 
 Computation times
 =================
-**03:24.523** total execution time for **examples_2_multi_fidelity** files:
+**03:29.642** total execution time for **examples_2_multi_fidelity** files:
 
 +-------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_2_multi_fidelity_1_mlp_epochs.py` (``1_mlp_epochs.py``)     | 02:42.104 | 0.0 MB |
+| :ref:`sphx_glr_examples_2_multi_fidelity_1_mlp_epochs.py` (``1_mlp_epochs.py``)     | 02:48.302 | 0.0 MB |
 +-------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_2_multi_fidelity_2_sgd_datasets.py` (``2_sgd_datasets.py``) | 00:42.419 | 0.0 MB |
+| :ref:`sphx_glr_examples_2_multi_fidelity_2_sgd_datasets.py` (``2_sgd_datasets.py``) | 00:41.340 | 0.0 MB |
 +-------------------------------------------------------------------------------------+-----------+--------+