Releases: aresio/simpful
New version and new license
Bug fixes
New methods to handle rule base
You can now replace fuzzy rules in your rule base with the replace_rule method, and visualize or export the current rule base with get_rules.
Bug fixes and extended plotting functionalities
You can now plot membership values of a given element of the universe of discourse using the plotting facilities of simpful.
Just pass the element argument in the draw, plot, and plot_variable methods, or a 'element_dict' to the produce_figure method.
The argument 'TGT' has been kept for retro-compatibility, but it is now considered deprecated and it will be removed in future releases.
Improved Mamdani reasoning (weights+aggregation functions)
Thanks to some valuable contributions from @akdenizince, we now support weighted fuzzy rules and extended aggregation functions for Mamdani inference.
A pre-implemented probabilistic OR (probor) function was added to be used as aggregation function, along with Python built-ins (sum and max). If you have special aggregation functions, you can also pass them via the aggregation_function argument (code here, documentation here).
Contributors
Assets 2
Added support for custom aggregation functions in Mamdani inference
A pointer to an aggregation function can now be specified when calling the Mamdani_inference method, with the argument aggregation_function.
New support for weighted fuzzy rule bases
This new version supports weighted fuzzy rule bases in Takagi-Sugeno fuzzy systems.
Small bug fixes and support for unicode characters
Simpful can now parse any alphanumeric character and the _ .
Small fix in plotting facilities import
Small improvements for logscale plotting facility
2.6.2 version update