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.. currentmodule:: gplearn | ||
.. _changelog: | ||
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Release History | ||
=============== | ||
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Version 0.2.0 | ||
------------- | ||
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- Allow users to define their own functions for use in genetic programs. | ||
Supported by the :func:`functions.make_function()` factory function. Using this | ||
a user may define any mathematical relationship with any number of arguments | ||
and grow totally customized programs. This also required modifying the API | ||
with the deprecation of the `comparison`, `transformer` and `trigonometric` | ||
arguments to the :class:`genetic.SymbolicRegressor` and | ||
:class:`genetic.SymbolicTransformer` classes in favor of the new | ||
`function_set` where any combination of preset and user-defined functions can | ||
be supplied. To restore previous behavior initialize the estimator with | ||
`function_set=['add2', 'sub2', 'mul2', 'div2', 'sqrt1', 'log1', 'abs1', | ||
'neg1', 'inv1', 'max2', 'min2']`. | ||
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Version 0.1.0 | ||
------------- | ||
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Initial public release supporting symbolic regression tasks through the | ||
:class:`genetic.SymbolicRegressor` class for regression problems and the | ||
:class:`genetic.SymbolicTransformer` class for automated feature engineering. |
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examples | ||
reference | ||
installation | ||
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changelog |
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