Classes
=======

T1FS
----
.. autoclass:: pyit2fls.T1FS

.. autofunction:: pyit2fls.T1FS.__repr__

.. autofunction:: pyit2fls.T1FS.copy

.. autofunction:: pyit2fls.T1FS.__call__

.. autofunction:: pyit2fls.T1FS.__neg__

.. autofunction:: pyit2fls.T1FS._CoG

.. autofunction:: pyit2fls.T1FS.defuzzify

.. autofunction:: pyit2fls.T1FS.plot

T1TSK
-----
.. autoclass:: pyit2fls.T1TSK

.. autofunction:: pyit2fls.T1TSK.__repr__

.. autofunction:: pyit2fls.T1TSK.copy

.. autofunction:: pyit2fls.T1TSK.add_input_variable

.. autofunction:: pyit2fls.T1TSK.add_output_variable

.. autofunction:: pyit2fls.T1TSK.add_rule

.. autofunction:: pyit2fls.T1TSK.evaluate

T1Mamdani
---------
.. autoclass:: pyit2fls.T1Mamdani

.. autofunction:: pyit2fls.T1Mamdani.__repr__

.. autofunction:: pyit2fls.T1Mamdani.copy

.. autofunction:: pyit2fls.T1Mamdani.add_input_variable

.. autofunction:: pyit2fls.T1Mamdani.add_output_variable

.. autofunction:: pyit2fls.T1Mamdani.add_rule

.. autofunction:: pyit2fls.T1Mamdani._CoG

.. autofunction:: pyit2fls.T1Mamdani._CoA

.. autofunction:: pyit2fls.T1Mamdani._product_evaluate

.. autofunction:: pyit2fls.T1Mamdani._minimum_evaluate

.. autofunction:: pyit2fls.T1Mamdani._lukasiewicz_evaluate

.. autofunction:: pyit2fls.T1Mamdani._zadeh_evaluate

.. autofunction:: pyit2fls.T1Mamdani._dienes_rescher_evaluate

IT2FS
-----
.. autoclass:: pyit2fls.IT2FS

.. autofunction:: pyit2fls.IT2FS.__repr__

.. autoproperty:: pyit2fls.IT2FS.upper

.. autoproperty:: pyit2fls.IT2FS.lower

.. autofunction:: pyit2fls.IT2FS.check_set

.. autofunction:: pyit2fls.IT2FS.copy

.. autofunction:: pyit2fls.IT2FS.plot

.. autofunction:: pyit2fls.IT2FS.__neg__

IT2FLS
------
.. autoclass:: pyit2fls.IT2FLS

.. autofunction:: pyit2fls.IT2FLS.__repr__

.. autofunction:: pyit2fls.IT2FLS.add_input_variable

.. autofunction:: pyit2fls.IT2FLS.add_output_variable

.. autofunction:: pyit2fls.IT2FLS.add_rule

.. autofunction:: pyit2fls.IT2FLS.copy

.. autofunction:: pyit2fls.IT2FLS.evaluate_list

.. autofunction:: pyit2fls.IT2FLS.evaluate

IT2TSK
------
.. autoclass:: pyit2fls.IT2TSK

.. autofunction:: pyit2fls.IT2TSK.__repr__

.. autofunction:: pyit2fls.IT2TSK.add_input_variable

.. autofunction:: pyit2fls.IT2TSK.add_output_variable

.. autofunction:: pyit2fls.IT2TSK.add_rule

.. autofunction:: pyit2fls.IT2TSK.copy

.. autofunction:: pyit2fls.IT2TSK.evaluate

IT2Mamdani
----------
.. autoclass:: pyit2fls.IT2Mamdani

.. autofunction:: pyit2fls.IT2Mamdani.add_input_variable

.. autofunction:: pyit2fls.IT2Mamdani.add_output_variable

.. autofunction:: pyit2fls.IT2Mamdani.add_rule

.. autofunction:: pyit2fls.IT2Mamdani.copy

.. autofunction:: pyit2fls.IT2Mamdani.__repr__

.. autofunction:: pyit2fls.IT2Mamdani.__meet

.. autofunction:: pyit2fls.IT2Mamdani.__join

.. autofunction:: pyit2fls.IT2Mamdani.__Mamdani_Centroid

.. autofunction:: pyit2fls.IT2Mamdani.__Mamdani_CoSet

.. autofunction:: pyit2fls.IT2Mamdani.__Mamdani_CoSum

.. autofunction:: pyit2fls.IT2Mamdani.__Mamdani_Height

.. autofunction:: pyit2fls.IT2Mamdani.__Mamdani_ModiHe


T1Fuzzy_ML
----------
.. autoclass:: pyit2fls.T1Fuzzy_ML

.. autofunction:: pyit2fls.T1Fuzzy_ML.error

.. autofunction:: pyit2fls.T1Fuzzy_ML.fit

.. autofunction:: pyit2fls.T1Fuzzy_ML.score


T1Mamdani_ML
------------
.. autoclass:: pyit2fls.T1Mamdani_ML

.. autofunction:: pyit2fls.T1Mamdani_ML.get_T1Mamdani


T1TSK_ML
--------
.. autoclass:: pyit2fls.T1TSK_ML

.. autofunction:: pyit2fls.T1TSK_ML.get_T1TSK


Linear_System
-------------
.. autoclass:: pyit2fls.Linear_System

.. autofunction:: pyit2fls.Linear_System.__call__

.. autofunction:: pyit2fls.Linear_System.Y

.. autofunction:: pyit2fls.Linear_System.__repr__

.. autofunction:: pyit2fls.Linear_System.__str__

.. autofunction:: pyit2fls.Linear_System.__add__

.. autofunction:: pyit2fls.Linear_System.__sub__

.. autofunction:: pyit2fls.Linear_System.__neg__

.. autofunction:: pyit2fls.Linear_System.__mul__

.. autofunction:: pyit2fls.Linear_System.__truediv__

.. autofunction:: pyit2fls.Linear_System.__isub__

.. autofunction:: pyit2fls.Linear_System.__iadd__

.. autofunction:: pyit2fls.Linear_System.__imul__

.. autofunction:: pyit2fls.Linear_System.__idiv__


T1_TS_Model
-----------
.. autoclass:: pyit2fls.T1_TS_Model

.. autofunction:: pyit2fls.T1_TS_Model.d0

.. autofunction:: pyit2fls.T1_TS_Model.__call__

.. autofunction:: pyit2fls.T1_TS_Model.Y



IT2TSK_ML_Model
---------------
.. autoclass:: pyit2fls.IT2TSK_ML_Model

.. autofunction:: pyit2fls.IT2TSK_ML_Model.__call__


IT2TSK_ML
---------
.. autoclass:: pyit2fls.IT2TSK_ML

.. autofunction:: pyit2fls.IT2TSK_ML.error

.. autofunction:: pyit2fls.IT2TSK_ML.fit

.. autofunction:: pyit2fls.IT2TSK_ML.score


IT2Mamdani_ML_Model
-------------------
.. autoclass:: pyit2fls.IT2Mamdani_ML_Model

.. autofunction:: pyit2fls.IT2Mamdani_ML_Model.__call__


IT2Mamdani_ML
-------------
.. autoclass:: pyit2fls.IT2Mamdani_ML

.. autofunction:: pyit2fls.IT2Mamdani_ML.error

.. autofunction:: pyit2fls.IT2Mamdani_ML.fit

.. autofunction:: pyit2fls.IT2Mamdani_ML.score


IT2_TS_Model
------------
.. autoclass:: pyit2fls.IT2_TS_Model

.. autofunction:: pyit2fls.IT2_TS_Model.d0

.. autofunction:: pyit2fls.IT2_TS_Model.__call__

.. autofunction:: pyit2fls.IT2_TS_Model.Y


GA
--
.. autoclass:: pyit2fls.GA

.. autofunction:: pyit2fls.GA.tournament_selection

.. autofunction:: pyit2fls.GA.mutate

.. autofunction:: pyit2fls.GA.crossover

.. autofunction:: pyit2fls.GA.iterate


PSO
---
.. autoclass:: pyit2fls.PSO

.. autofunction:: pyit2fls.PSO.iterate


GWO
---
.. autoclass:: pyit2fls.GWO

.. autofunction:: pyit2fls.GWO.iterate

.. autofunction:: pyit2fls.GWO._update_leaders


WOA
---
.. autoclass:: pyit2fls.WOA

.. autofunction:: pyit2fls.WOA.iterate


FFA
---
.. autoclass:: pyit2fls.FFA

.. autofunction:: pyit2fls.FFA.iterate


CuckooSearch
------------
.. autoclass:: pyit2fls.CuckooSearch

.. autofunction:: pyit2fls.CuckooSearch.iterate

.. autofunction:: pyit2fls.CuckooSearch.get_cuckoo

.. autofunction:: pyit2fls.CuckooSearch.get_best_solution


ICA
---
.. autoclass:: pyit2fls.ICA

.. autofunction:: pyit2fls.ICA.iterate

.. autofunction:: pyit2fls.ICA.get_best_solution