concepts.dsl.learning.function_domain_search

An enumerative search algorithm to generate candidate functions and expressions in a simple function domain.

Functions

canonicalize_function_parameters(f[, ...])	Return a new function object with argument reordered: functions, variables, constants.
gen_expression_search_result_from_expressions(...)	Generate a list of FunctionDomainExpressionSearchResult from a list of expressions.
gen_merge_functions(f1[, arg_index, f2])	Generate merge functions.
learn_expression_from_examples(domain, ...)	Learn a function from examples.
stat_function(f)	Return the number of constants, variables, and functions in a function.

Classes

FunctionArgumentStat	Statistics for the argument list of a function.
FunctionDomainExpressionEnumerativeSearcher	An enumerator of expressions and functions for a function domain.
FunctionDomainExpressionSearchResult	FunctionDomainExpressionSearchResult(expression: Union[concepts.dsl.expression.ConstantExpression, concepts.dsl.dsl_functions.Function, concepts.dsl.expression.FunctionApplicationExpression], depth: int, nr_constant_arguments: int, nr_variable_arguments: int, nr_function_arguments: int)