.. _f-competitions:

module ``ml.competitions``
==========================







Short summary
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module ``ensae_projects.ml.competitions``

Compute metrics in for a competition


:githublink:`%|py|5`






Functions
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+--------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| function                                                                                                                             | truncated documentation                                                                                                                                                                                        |
+======================================================================================================================================+================================================================================================================================================================================================================+
| :func:`AUC <ensae_projects.ml.competitions.AUC>`                                                                                     | Compute the `AUC <https://en.wikipedia.org/wiki/Area_under_the_curve_(pharmacokinetics)>`_.                                                                                                                    |
+--------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :func:`AUC_multi <ensae_projects.ml.competitions.AUC_multi>`                                                                         | Compute the `AUC <https://en.wikipedia.org/wiki/Area_under_the_curve_(pharmacokinetics)>`_.                                                                                                                    |
+--------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :func:`AUC_multi_multi <ensae_projects.ml.competitions.AUC_multi_multi>`                                                             | Compute the `AUC <https://en.wikipedia.org/wiki/Area_under_the_curve_(pharmacokinetics)>`_.                                                                                                                    |
+--------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :func:`main_codalab_wrapper_binary_classification <ensae_projects.ml.competitions.main_codalab_wrapper_binary_classification>`       | adapt the tempate available at `evaluate.py <https://github.com/Tivix/competition-examples/blob/master/hello_world/competition/scoring_program/evaluate.py>`_ ...                                              |
+--------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :func:`main_codalab_wrapper_multi_classification <ensae_projects.ml.competitions.main_codalab_wrapper_multi_classification>`         | adapt the tempate available at `evaluate.py <https://github.com/Tivix/competition-examples/blob/master/hello_world/competition/scoring_program/evaluate.py>`_ ...                                              |
+--------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :func:`private_codalab_wrapper_binary_classification <ensae_projects.ml.competitions.private_codalab_wrapper_binary_classification>` | Wraps the function following the guidelines `User_Building a Scoring Program for a Competition <https://github.com/codalab/codalab-competitions/wiki/User_Building-a-Scoring-Program-for-a-Competition>`_. ... |
+--------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :func:`private_codalab_wrapper_multi_classification <ensae_projects.ml.competitions.private_codalab_wrapper_multi_classification>`   | Wraps the function following the guidelines `User_Building a Scoring Program for a Competition <https://github.com/codalab/codalab-competitions/wiki/User_Building-a-Scoring-Program-for-a-Competition>`_. ... |
+--------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+








Documentation
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.. automodule:: ensae_projects.ml.competitions
    :members:
    :special-members: __init__
    :show-inheritance: