Rank-Fragility Analysis
=======================

The ``utils.rank_fragility`` package evaluates whether molecular leaderboard
rankings remain stable when the audited composition of a test panel changes.

Configuration (``utils.rank_fragility.config``)
-----------------------------------------------

.. automodule:: utils.rank_fragility.config
   :members:
   :show-inheritance:

Audit and predictions
---------------------

.. automodule:: utils.rank_fragility.audit
   :members:
   :show-inheritance:

.. automodule:: utils.rank_fragility.predictions
   :members:
   :show-inheritance:

Panels, metrics, and leaderboards
---------------------------------

.. automodule:: utils.rank_fragility.panels
   :members:
   :show-inheritance:

.. automodule:: utils.rank_fragility.metrics
   :members:
   :show-inheritance:

.. automodule:: utils.rank_fragility.leaderboard
   :members:
   :show-inheritance:

Counterfactual outputs
----------------------

.. automodule:: utils.rank_fragility.counterfactual
   :members:
   :show-inheritance:

.. automodule:: utils.rank_fragility.fragility
   :members:
   :show-inheritance:

.. automodule:: utils.rank_fragility.attribution
   :members:
   :show-inheritance:

Command-line driver
-------------------

.. automodule:: utils.rank_fragility.run
   :members:
   :show-inheritance: