pqp.data Package

Functions

infer_domain_type(vals)

Attempts to infer the best domain type to use of a list of values

make_domain(domain_type[, values])

Generates a domain object from a string and optional values

Classes

BinaryDomain()

Domain for a binary variable

CategoricalDomain(values)

Domain of a categorical variable

ContinuousDomain()

Abstract base class for continuous domains

Data(df[, vars, validate_domain])

Class representing datasets, wraps a pandas DataFrame and contains some metadata

DiscreteDomain()

Abstract base class for discrete domains

Domain()

Manages the possible values that a Variable can take on

DomainValidationError

Exception raised when domain is used with invalid values

IntegerDomain(values)

RealDomain(values)

A continuous domain for a variable, delimited by min and max values

Class Inheritance Diagram

Inheritance diagram of pqp.data.domain.BinaryDomain, pqp.data.domain.CategoricalDomain, pqp.data.domain.ContinuousDomain, pqp.data.data.Data, pqp.data.domain.DiscreteDomain, pqp.data.domain.Domain, pqp.data.domain.IntegerDomain, pqp.data.domain.RealDomain