Index

A

astar() (in module simpleai.search.traditional)

attributes (simpleai.machine_learning.models.Classifier attribute)

B

backtrack() (in module simpleai.search.csp) beam() (in module simpleai.search.local)

beam_best_first() (in module simpleai.search.local) breadth_first() (in module simpleai.search.traditional)

C

Classifier (class in simpleai.machine_learning.models) classify() (simpleai.machine_learning.classifiers.DecisionTreeLearner method) (simpleai.machine_learning.classifiers.DecisionTreeLearner_Queued method) (simpleai.machine_learning.classifiers.KNearestNeighbors method) (simpleai.machine_learning.classifiers.NaiveBayes method) (simpleai.machine_learning.models.Classifier method)

convert_to_binary() (in module simpleai.search.csp)

D

DecisionTreeLearner (class in simpleai.machine_learning.classifiers) DecisionTreeLearner_LargeData (class in simpleai.machine_learning.classifiers)

DecisionTreeLearner_Queued (class in simpleai.machine_learning.classifiers) depth_first() (in module simpleai.search.traditional) distance() (simpleai.machine_learning.models.Classifier method)

G

genetic() (in module simpleai.search.local)

greedy() (in module simpleai.search.traditional)

H

hill_climbing() (in module simpleai.search.local)

hill_climbing_random_restarts() (in module simpleai.search.local) hill_climbing_stochastic() (in module simpleai.search.local)

I

importance() (simpleai.machine_learning.classifiers.DecisionTreeLearner method)

iterative_limited_depth_first() (in module simpleai.search.traditional)

K

KNearestNeighbors (class in simpleai.machine_learning.classifiers)

L

learn() (simpleai.machine_learning.classifiers.DecisionTreeLearner method) (simpleai.machine_learning.classifiers.DecisionTreeLearner_LargeData method) (simpleai.machine_learning.classifiers.DecisionTreeLearner_Queued method) (simpleai.machine_learning.classifiers.KNearestNeighbors method) (simpleai.machine_learning.classifiers.NaiveBayes method) (simpleai.machine_learning.models.Classifier method)

limited_depth_first() (in module simpleai.search.traditional) load() (simpleai.machine_learning.models.Classifier class method)

M

min_conflicts() (in module simpleai.search.csp)

N

NaiveBayes (class in simpleai.machine_learning.classifiers)

S

save() (simpleai.machine_learning.classifiers.KNearestNeighbors method) (simpleai.machine_learning.models.Classifier method) simpleai.machine_learning.classifiers (module)

simpleai.search.csp (module) simpleai.search.local (module) simpleai.search.traditional (module) simulated_annealing() (in module simpleai.search.local)

T

target (simpleai.machine_learning.models.Classifier attribute)

U

uniform_cost() (in module simpleai.search.traditional)