Index

A

add_forbidden_edge() (castle.common.priori_knowledge.PrioriKnowledge method) add_forbidden_edges() (castle.common.priori_knowledge.PrioriKnowledge method) add_required_edge() (castle.common.priori_knowledge.PrioriKnowledge method) add_required_edges() (castle.common.priori_knowledge.PrioriKnowledge method)

add_undirected_edge() (castle.common.priori_knowledge.PrioriKnowledge method) add_undirected_edges() (castle.common.priori_knowledge.PrioriKnowledge method) anm_estimate() (castle.algorithms.ANMNonlinear method) ANMNonlinear (class in castle.algorithms)

B

bipartite() (castle.datasets.simulator.DAG static method)

BuiltinDataSet (class in castle.datasets.builtin_dataset)

C

castle.algorithms module, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16] castle.common.independence_tests module castle.common.plot_dag module castle.common.priori_knowledge module castle.datasets.builtin_dataset module

castle.datasets.loader module castle.datasets.simulator module castle.metrics.evaluation module chi2_test() (castle.common.independence_tests.CITest static method) CITest (class in castle.common.independence_tests) CORL (class in castle.algorithms) cressie_read() (castle.common.independence_tests.CITest static method)

D

DAG (class in castle.datasets.simulator) DAG_GNN (class in castle.algorithms) data (castle.datasets.builtin_dataset.BuiltinDataSet property)

DataSetRegistry (class in castle.datasets.builtin_dataset) DirectLiNGAM (class in castle.algorithms) dual_ascent_step() (castle.algorithms.NotearsNonlinear method)

E

erdos_renyi() (castle.datasets.simulator.DAG static method) (castle.datasets.simulator.Topology static method)

F

fisherz_test() (castle.common.independence_tests.CITest static method) fit() (castle.algorithms.DirectLiNGAM method) (castle.algorithms.ICALiNGAM method)

freeman_tukey() (castle.common.independence_tests.CITest static method)

G

g2_test() (castle.common.independence_tests.CITest static method) GAE (class in castle.algorithms) GES (class in castle.algorithms)

get_model() (castle.algorithms.NotearsNonlinear method) GOLEM (class in castle.algorithms) GraNDAG (class in castle.algorithms) GraphDAG (class in castle.common.plot_dag)

H

hierarchical() (castle.datasets.simulator.DAG static method)

hsic_test() (in module castle.common.independence_tests)

I

ICALiNGAM (class in castle.algorithms) IID_Test (class in castle.datasets.builtin_dataset)

IIDSimulation (class in castle.datasets.simulator) is_forbidden() (castle.common.priori_knowledge.PrioriKnowledge method) is_required() (castle.common.priori_knowledge.PrioriKnowledge method)

L

learn() (castle.algorithms.ANMNonlinear method) (castle.algorithms.CORL method) (castle.algorithms.DirectLiNGAM method) (castle.algorithms.GOLEM method) (castle.algorithms.GraNDAG method) (castle.algorithms.ICALiNGAM method) (castle.algorithms.MCSL method) (castle.algorithms.Notears method) (castle.algorithms.NotearsLowRank method) (castle.algorithms.NotearsNonlinear method) (castle.algorithms.PC method) (castle.algorithms.RL method) (castle.algorithms.TTPM method)

load() (castle.datasets.builtin_dataset.BuiltinDataSet method) (castle.datasets.builtin_dataset.IID_Test method) (castle.datasets.builtin_dataset.RealDataSet method) (castle.datasets.builtin_dataset.THP_Test method) load_dataset() (in module castle.datasets.loader) low_rank() (castle.datasets.simulator.DAG static method)

M

MCSL (class in castle.algorithms) meta (castle.datasets.builtin_dataset.DataSetRegistry attribute) MetricsDAG (class in castle.metrics.evaluation) modify_log_likelihood() (castle.common.independence_tests.CITest static method) module castle.algorithms, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16] castle.common.independence_tests castle.common.plot_dag castle.common.priori_knowledge castle.datasets.builtin_dataset castle.datasets.loader castle.datasets.simulator castle.metrics.evaluation

N

neyman() (castle.common.independence_tests.CITest static method) Notears (class in castle.algorithms) notears_linear() (castle.algorithms.Notears method)

notears_low_rank() (castle.algorithms.NotearsLowRank method) notears_nonlinear() (castle.algorithms.NotearsNonlinear method) NotearsLowRank (class in castle.algorithms) NotearsNonlinear (class in castle.algorithms)

O

orient_by_priori_knowledge() (in module castle.common.priori_knowledge)

P

PC (class in castle.algorithms) PNL (class in castle.algorithms)

power_divergence() (in module castle.common.independence_tests) PrioriKnowledge (class in castle.common.priori_knowledge)

R

RealDataSet (class in castle.datasets.builtin_dataset)

remove_edge() (castle.common.priori_knowledge.PrioriKnowledge method) RL (class in castle.algorithms)

S

scale_free() (castle.datasets.simulator.DAG static method)

set_random_seed() (in module castle.datasets.simulator) simulate() (castle.datasets.simulator.THPSimulation method)

T

THP_Test (class in castle.datasets.builtin_dataset) THPSimulation (class in castle.datasets.simulator) Topology (class in castle.datasets.simulator)

topology_matrix (castle.datasets.builtin_dataset.BuiltinDataSet property) true_graph_matrix (castle.datasets.builtin_dataset.BuiltinDataSet property) TTPM (class in castle.algorithms)

V

V18_N55_Wireless (class in castle.datasets.builtin_dataset)

V24_N439_Microwave (class in castle.datasets.builtin_dataset) V25_N474_Microwave (class in castle.datasets.builtin_dataset)