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dependabot[bot]: Bump actions/setup-python from 4 to 5 (#1089)
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2 changes: 1 addition & 1 deletion development/.buildinfo
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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: 26ada21b4b46aca62149f14f7e0ef2b4
config: 424de8023d5c606d5f416da5955fad89
tags: 645f666f9bcd5a90fca523b33c5a78b7
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Expand Up @@ -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 2.480 seconds)
**Total running time of the script:** (0 minutes 2.467 seconds)


.. _sphx_glr_download_examples_1_basics_1_quadratic_function.py:
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2 changes: 1 addition & 1 deletion development/_sources/examples/1_basics/2_svm_cv.rst.txt
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Expand Up @@ -1335,7 +1335,7 @@ types as well as conditional hyperparameters.
.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 0.790 seconds)
**Total running time of the script:** (0 minutes 0.854 seconds)


.. _sphx_glr_download_examples_1_basics_2_svm_cv.py:
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Expand Up @@ -138,7 +138,7 @@ This examples show how to use the Ask-and-Tell interface.
.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 2.707 seconds)
**Total running time of the script:** (0 minutes 2.729 seconds)


.. _sphx_glr_download_examples_1_basics_3_ask_and_tell.py:
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2 changes: 1 addition & 1 deletion development/_sources/examples/1_basics/4_callback.rst.txt
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Expand Up @@ -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 0.461 seconds)
**Total running time of the script:** (0 minutes 0.152 seconds)


.. _sphx_glr_download_examples_1_basics_4_callback.py:
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2 changes: 1 addition & 1 deletion development/_sources/examples/1_basics/5_continue.rst.txt
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Expand Up @@ -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 0.860 seconds)
**Total running time of the script:** (0 minutes 0.805 seconds)


.. _sphx_glr_download_examples_1_basics_5_continue.py:
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2 changes: 1 addition & 1 deletion development/_sources/examples/1_basics/6_priors.rst.txt
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Expand Up @@ -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 24.089 seconds)
**Total running time of the script:** (0 minutes 23.851 seconds)


.. _sphx_glr_download_examples_1_basics_6_priors.py:
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Expand Up @@ -6,7 +6,7 @@

Computation times
=================
**00:31.386** total execution time for 6 files **from examples/1_basics**:
**00:30.857** total execution time for 6 files **from examples/1_basics**:

.. container::

Expand All @@ -33,20 +33,20 @@ Computation times
- Time
- Mem (MB)
* - :ref:`sphx_glr_examples_1_basics_6_priors.py` (``6_priors.py``)
- 00:24.089
- 00:23.851
- 0.0
* - :ref:`sphx_glr_examples_1_basics_3_ask_and_tell.py` (``3_ask_and_tell.py``)
- 00:02.707
- 00:02.729
- 0.0
* - :ref:`sphx_glr_examples_1_basics_1_quadratic_function.py` (``1_quadratic_function.py``)
- 00:02.480
- 0.0
* - :ref:`sphx_glr_examples_1_basics_5_continue.py` (``5_continue.py``)
- 00:00.860
- 00:02.467
- 0.0
* - :ref:`sphx_glr_examples_1_basics_2_svm_cv.py` (``2_svm_cv.py``)
- 00:00.790
- 00:00.854
- 0.0
* - :ref:`sphx_glr_examples_1_basics_5_continue.py` (``5_continue.py``)
- 00:00.805
- 0.0
* - :ref:`sphx_glr_examples_1_basics_4_callback.py` (``4_callback.py``)
- 00:00.461
- 00:00.152
- 0.0
22 changes: 10 additions & 12 deletions development/_sources/examples/2_multi_fidelity/1_mlp_epochs.rst.txt
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Expand Up @@ -66,23 +66,22 @@ 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][abstract_intensifier.py:515] Added config 6c8a7b as new incumbent because there are no incumbents yet.
[INFO][abstract_intensifier.py:594] 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][abstract_intensifier.py:594] Added config 9d67d8 and rejected config 72f7f7 as incumbent because it is not better than the incumbents on 1 instances:
[INFO][smbo.py:319] Finished 100 trials.
[INFO][smbo.py:319] Finished 150 trials.
[INFO][abstract_intensifier.py:594] Added config 356ccf and rejected config 72f7f7 as incumbent because it is not better than the incumbents on 1 instances:
[INFO][smbo.py:319] Finished 150 trials.
[INFO][smbo.py:327] Configuration budget is exhausted:
[INFO][smbo.py:328] --- Remaining wallclock time: -0.26138854026794434
[INFO][smbo.py:328] --- Remaining wallclock time: -0.16146063804626465
[INFO][smbo.py:329] --- Remaining cpu time: inf
[INFO][smbo.py:330] --- Remaining trials: 316
[INFO][smbo.py:330] --- Remaining trials: 299
Default cost (SuccessiveHalving): 0.36672856700711853
Incumbent cost (SuccessiveHalving): 0.022814917982048932
Incumbent cost (SuccessiveHalving): 0.0178087279480037
[INFO][abstract_initial_design.py:82] Using `n_configs` and ignoring `n_configs_per_hyperparameter`.
[INFO][abstract_facade.py:203] Workers are reduced to 8.
/opt/hostedtoolcache/Python/3.10.13/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 42337 instead
Hosting the HTTP server on port 43647 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.
Expand All @@ -105,11 +104,10 @@ is chosen to optimize the average accuracy on 5-fold cross validation.
[INFO][abstract_intensifier.py:515] Added config ceb3eb as new incumbent because there are no incumbents yet.
[INFO][abstract_intensifier.py:594] Added config efc781 and rejected config ceb3eb as incumbent because it is not better than the incumbents on 1 instances:
[INFO][abstract_intensifier.py:594] 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:327] Configuration budget is exhausted:
[INFO][smbo.py:328] --- Remaining wallclock time: -1.032179832458496
[INFO][smbo.py:328] --- Remaining wallclock time: -1.530759334564209
[INFO][smbo.py:329] --- Remaining cpu time: inf
[INFO][smbo.py:330] --- Remaining trials: 420
[INFO][smbo.py:330] --- Remaining trials: 417
Default cost (Hyperband): 0.36672856700711853
Incumbent cost (Hyperband): 0.0178087279480037
Expand Down Expand Up @@ -290,7 +288,7 @@ 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 59.776 seconds)
**Total running time of the script:** (2 minutes 58.397 seconds)


.. _sphx_glr_download_examples_2_multi_fidelity_1_mlp_epochs.py:
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Expand Up @@ -71,9 +71,9 @@ the target function now is required to have an instance argument.
[INFO][smbo.py:319] Finished 500 trials.
[INFO][smbo.py:319] Finished 550 trials.
[INFO][smbo.py:327] Configuration budget is exhausted:
[INFO][smbo.py:328] --- Remaining wallclock time: -0.03691673278808594
[INFO][smbo.py:328] --- Remaining wallclock time: -0.03966403007507324
[INFO][smbo.py:329] --- Remaining cpu time: inf
[INFO][smbo.py:330] --- Remaining trials: 4431
[INFO][smbo.py:330] --- Remaining trials: 4428
Default cost: 0.15489347419148672
Incumbent cost: 0.005317515793415477
Expand Down Expand Up @@ -215,7 +215,7 @@ the target function now is required to have an instance argument.
.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 33.944 seconds)
**Total running time of the script:** (0 minutes 33.856 seconds)


.. _sphx_glr_download_examples_2_multi_fidelity_2_sgd_datasets.py:
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Expand Up @@ -6,7 +6,7 @@

Computation times
=================
**03:33.719** total execution time for 2 files **from examples/2_multi_fidelity**:
**03:32.253** total execution time for 2 files **from examples/2_multi_fidelity**:

.. container::

Expand All @@ -33,8 +33,8 @@ Computation times
- Time
- Mem (MB)
* - :ref:`sphx_glr_examples_2_multi_fidelity_1_mlp_epochs.py` (``1_mlp_epochs.py``)
- 02:59.776
- 02:58.397
- 0.0
* - :ref:`sphx_glr_examples_2_multi_fidelity_2_sgd_datasets.py` (``2_sgd_datasets.py``)
- 00:33.944
- 00:33.856
- 0.0
Original file line number Diff line number Diff line change
Expand Up @@ -464,7 +464,7 @@ SMAC prioritizes the second objective over the first one.
.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 5.814 seconds)
**Total running time of the script:** (0 minutes 5.903 seconds)


.. _sphx_glr_download_examples_3_multi_objective_1_schaffer.py:
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40 changes: 23 additions & 17 deletions development/_sources/examples/3_multi_objective/2_parego.rst.txt
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Expand Up @@ -48,27 +48,33 @@ mean accuracy and run-time of each configuration.
[INFO][abstract_intensifier.py:602] Config 540db2 is a new incumbent. Total number of incumbents: 2.
[INFO][abstract_intensifier.py:602] Config 0c9159 is a new incumbent. Total number of incumbents: 3.
[INFO][abstract_intensifier.py:594] Added config 3b5efd and rejected config 540db2 as incumbent because it is not better than the incumbents on 2 instances:
[INFO][abstract_intensifier.py:602] Config 4f11ce is a new incumbent. Total number of incumbents: 4.
[INFO][abstract_intensifier.py:602] Config 396d51 is a new incumbent. Total number of incumbents: 4.
[INFO][abstract_intensifier.py:594] Added config a2dc22 and rejected config 396d51 as incumbent because it is not better than the incumbents on 2 instances:
[INFO][abstract_intensifier.py:602] Config c99c1b is a new incumbent. Total number of incumbents: 4.
[INFO][abstract_intensifier.py:602] Config f03421 is a new incumbent. Total number of incumbents: 5.
[INFO][abstract_intensifier.py:602] Config 0b71e5 is a new incumbent. Total number of incumbents: 6.
[INFO][abstract_intensifier.py:594] Added config 20a7b8 and rejected config 0b71e5 as incumbent because it is not better than the incumbents on 2 instances:
[INFO][abstract_intensifier.py:602] Config a6f58a is a new incumbent. Total number of incumbents: 4.
[INFO][abstract_intensifier.py:602] Config ae0a28 is a new incumbent. Total number of incumbents: 5.
[INFO][abstract_intensifier.py:594] Added config 8ae902 and rejected config 0c9159 as incumbent because it is not better than the incumbents on 2 instances:
[INFO][abstract_intensifier.py:594] Added config 2182b4 and rejected config 36aead as incumbent because it is not better than the incumbents on 2 instances:
[INFO][abstract_intensifier.py:594] Added config 137ea8 and rejected config 3623cc as incumbent because it is not better than the incumbents on 2 instances:
[INFO][abstract_intensifier.py:602] Config f7d579 is a new incumbent. Total number of incumbents: 5.
[INFO][abstract_intensifier.py:602] Config 2bee8f is a new incumbent. Total number of incumbents: 6.
[INFO][abstract_intensifier.py:594] Added config ee7532 and rejected config 3b5efd as incumbent because it is not better than the incumbents on 2 instances:
[INFO][abstract_intensifier.py:602] Config ff31ad is a new incumbent. Total number of incumbents: 7.
[INFO][smbo.py:319] Finished 50 trials.
[INFO][abstract_intensifier.py:602] Config eaf4d1 is a new incumbent. Total number of incumbents: 8.
[INFO][smbo.py:327] Configuration budget is exhausted:
[INFO][smbo.py:328] --- Remaining wallclock time: -0.24422883987426758
[INFO][smbo.py:328] --- Remaining wallclock time: -0.13455629348754883
[INFO][smbo.py:329] --- Remaining cpu time: inf
[INFO][smbo.py:330] --- Remaining trials: 157
[INFO][smbo.py:330] --- Remaining trials: 143
Validated costs from default config:
--- [0.60155834 0.17160439]
--- [0.60155834 0.15570617]
Validated costs from the Pareto front (incumbents):
--- [0.88924791 0.2134757 ]
--- [0.03561281 0.62670696]
--- [0.03561823 0.37728119]
--- [0.41959765 0.2544198 ]
--- [0.09654751 0.35510504]
--- [0.0320048 0.85492134]
--- [0.03366837 0.65367985]
--- [0.03812365 0.37514246]
--- [0.43516945 0.17889214]
--- [0.04147013 0.32974565]
--- [0.05926803 0.23436964]
--- [0.03395079 0.48324776]
--- [0.04507892 0.33498347]
--- [0.15804627 0.19043112]
Expand Down Expand Up @@ -249,7 +255,7 @@ mean accuracy and run-time of each configuration.
.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 36.098 seconds)
**Total running time of the script:** (0 minutes 36.156 seconds)


.. _sphx_glr_download_examples_3_multi_objective_2_parego.py:
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Expand Up @@ -6,7 +6,7 @@

Computation times
=================
**00:41.911** total execution time for 2 files **from examples/3_multi_objective**:
**00:42.059** total execution time for 2 files **from examples/3_multi_objective**:

.. container::

Expand All @@ -33,8 +33,8 @@ Computation times
- Time
- Mem (MB)
* - :ref:`sphx_glr_examples_3_multi_objective_2_parego.py` (``2_parego.py``)
- 00:36.098
- 00:36.156
- 0.0
* - :ref:`sphx_glr_examples_3_multi_objective_1_schaffer.py` (``1_schaffer.py``)
- 00:05.814
- 00:05.903
- 0.0
Original file line number Diff line number Diff line change
Expand Up @@ -112,7 +112,7 @@ This simple example shows how to call a script with the following content:
.. rst-class:: sphx-glr-timing

**Total running time of the script:** (0 minutes 2.673 seconds)
**Total running time of the script:** (0 minutes 2.753 seconds)


.. _sphx_glr_download_examples_5_commandline_1_call_target_function_script.py:
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Expand Up @@ -6,7 +6,7 @@

Computation times
=================
**00:02.673** total execution time for 1 file **from examples/5_commandline**:
**00:02.753** total execution time for 1 file **from examples/5_commandline**:

.. container::

Expand All @@ -33,5 +33,5 @@ Computation times
- Time
- Mem (MB)
* - :ref:`sphx_glr_examples_5_commandline_1_call_target_function_script.py` (``1_call_target_function_script.py``)
- 00:02.673
- 00:02.753
- 0.0
32 changes: 16 additions & 16 deletions development/_sources/sg_execution_times.rst.txt
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Expand Up @@ -6,7 +6,7 @@

Computation times
=================
**04:49.690** total execution time for 11 files **from all galleries**:
**04:47.922** total execution time for 11 files **from all galleries**:

.. container::

Expand All @@ -33,35 +33,35 @@ Computation times
- Time
- Mem (MB)
* - :ref:`sphx_glr_examples_2_multi_fidelity_1_mlp_epochs.py` (``../examples/2_multi_fidelity/1_mlp_epochs.py``)
- 02:59.776
- 02:58.397
- 0.0
* - :ref:`sphx_glr_examples_3_multi_objective_2_parego.py` (``../examples/3_multi_objective/2_parego.py``)
- 00:36.098
- 00:36.156
- 0.0
* - :ref:`sphx_glr_examples_2_multi_fidelity_2_sgd_datasets.py` (``../examples/2_multi_fidelity/2_sgd_datasets.py``)
- 00:33.944
- 00:33.856
- 0.0
* - :ref:`sphx_glr_examples_1_basics_6_priors.py` (``../examples/1_basics/6_priors.py``)
- 00:24.089
- 00:23.851
- 0.0
* - :ref:`sphx_glr_examples_3_multi_objective_1_schaffer.py` (``../examples/3_multi_objective/1_schaffer.py``)
- 00:05.814
- 0.0
* - :ref:`sphx_glr_examples_1_basics_3_ask_and_tell.py` (``../examples/1_basics/3_ask_and_tell.py``)
- 00:02.707
- 00:05.903
- 0.0
* - :ref:`sphx_glr_examples_5_commandline_1_call_target_function_script.py` (``../examples/5_commandline/1_call_target_function_script.py``)
- 00:02.673
- 00:02.753
- 0.0
* - :ref:`sphx_glr_examples_1_basics_1_quadratic_function.py` (``../examples/1_basics/1_quadratic_function.py``)
- 00:02.480
* - :ref:`sphx_glr_examples_1_basics_3_ask_and_tell.py` (``../examples/1_basics/3_ask_and_tell.py``)
- 00:02.729
- 0.0
* - :ref:`sphx_glr_examples_1_basics_5_continue.py` (``../examples/1_basics/5_continue.py``)
- 00:00.860
* - :ref:`sphx_glr_examples_1_basics_1_quadratic_function.py` (``../examples/1_basics/1_quadratic_function.py``)
- 00:02.467
- 0.0
* - :ref:`sphx_glr_examples_1_basics_2_svm_cv.py` (``../examples/1_basics/2_svm_cv.py``)
- 00:00.790
- 00:00.854
- 0.0
* - :ref:`sphx_glr_examples_1_basics_5_continue.py` (``../examples/1_basics/5_continue.py``)
- 00:00.805
- 0.0
* - :ref:`sphx_glr_examples_1_basics_4_callback.py` (``../examples/1_basics/4_callback.py``)
- 00:00.461
- 00:00.152
- 0.0
2 changes: 1 addition & 1 deletion development/examples/1_basics/1_quadratic_function.html
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Expand Up @@ -1135,7 +1135,7 @@
<span class="n">plot</span><span class="p">(</span><span class="n">smac</span><span class="o">.</span><span class="n">runhistory</span><span class="p">,</span> <span class="n">incumbent</span><span class="p">)</span>
</pre></div>
</div>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 2.480 seconds)</p>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 2.467 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-examples-1-basics-1-quadratic-function-py">
<div class="binder-badge docutils container">
<a class="reference external image-reference" href="https://mybinder.org/v2/gh/automl/SMAC3/main?urlpath=lab/tree/notebooks/examples/1_basics/1_quadratic_function.ipynb"><img alt="Launch binder" src="../../_images/binder_badge_logo.svg" width="150px" /></a>
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2 changes: 1 addition & 1 deletion development/examples/1_basics/2_svm_cv.html
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Expand Up @@ -2322,7 +2322,7 @@
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Incumbent cost: </span><span class="si">{</span><span class="n">incumbent_cost</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
</pre></div>
</div>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.790 seconds)</p>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 0.854 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-examples-1-basics-2-svm-cv-py">
<div class="binder-badge docutils container">
<a class="reference external image-reference" href="https://mybinder.org/v2/gh/automl/SMAC3/main?urlpath=lab/tree/notebooks/examples/1_basics/2_svm_cv.ipynb"><img alt="Launch binder" src="../../_images/binder_badge_logo.svg" width="150px" /></a>
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2 changes: 1 addition & 1 deletion development/examples/1_basics/3_ask_and_tell.html
Original file line number Diff line number Diff line change
Expand Up @@ -1125,7 +1125,7 @@
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Incumbent cost: </span><span class="si">{</span><span class="n">incumbent_cost</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
</pre></div>
</div>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 2.707 seconds)</p>
<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 2.729 seconds)</p>
<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-examples-1-basics-3-ask-and-tell-py">
<div class="binder-badge docutils container">
<a class="reference external image-reference" href="https://mybinder.org/v2/gh/automl/SMAC3/main?urlpath=lab/tree/notebooks/examples/1_basics/3_ask_and_tell.ipynb"><img alt="Launch binder" src="../../_images/binder_badge_logo.svg" width="150px" /></a>
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