Index

_

__init__() (fastinference.models.DiscriminantAnalysis.DiscriminantAnalysis method) (fastinference.models.Ensemble.Ensemble method) (fastinference.models.Linear.Linear method) (fastinference.models.nn.NeuralNet.NeuralNet method) (fastinference.models.Tree.Node method) (fastinference.models.Tree.Tree method)

D

DiscriminantAnalysis (class in fastinference.models.DiscriminantAnalysis)

E

Ensemble (class in fastinference.models.Ensemble)

F

fastinference.models.DiscriminantAnalysis module fastinference.models.Ensemble module fastinference.models.Linear module fastinference.models.nn.NeuralNet module fastinference.models.Tree module

from_dict() (fastinference.models.DiscriminantAnalysis.DiscriminantAnalysis class method) (fastinference.models.Ensemble.Ensemble class method) (fastinference.models.Linear.Linear class method) (fastinference.models.Tree.Tree class method) from_sklearn() (fastinference.models.DiscriminantAnalysis.DiscriminantAnalysis class method) (fastinference.models.Ensemble.Ensemble class method) (fastinference.models.Linear.Linear class method) (fastinference.models.Tree.Tree class method)

I

implement() (fastinference.models.Ensemble.Ensemble method)

L

layer_from_node() (in module fastinference.models.nn.NeuralNet)

Linear (class in fastinference.models.Linear)

M

module fastinference.models.DiscriminantAnalysis fastinference.models.Ensemble fastinference.models.Linear fastinference.models.nn.NeuralNet fastinference.models.Tree

N

NeuralNet (class in fastinference.models.nn.NeuralNet)

Node (class in fastinference.models.Tree)

O

optimize() (fastinference.models.Ensemble.Ensemble method) (in module fastinference.optimizers.neuralnet.merge_nodes) (in module fastinference.optimizers.neuralnet.remove_nodes) (in module fastinference.optimizers.tree.quantize) (in module fastinference.optimizers.tree.swap)

P

populate_path_probs() (fastinference.models.Tree.Tree method) predict_proba() (fastinference.models.DiscriminantAnalysis.DiscriminantAnalysis method) (fastinference.models.Ensemble.Ensemble method) (fastinference.models.Linear.Linear method) (fastinference.models.nn.NeuralNet.NeuralNet method) (fastinference.models.Tree.Tree method)

T

to_dict() (fastinference.models.DiscriminantAnalysis.DiscriminantAnalysis method) (fastinference.models.Ensemble.Ensemble method) (fastinference.models.Linear.Linear method) (fastinference.models.Tree.Tree method) to_implementation() (in module fastinference.implementations.ensemble.cpp.implement) (in module fastinference.implementations.neuralnet.cpp.binary.implement) (in module fastinference.implementations.neuralnet.cpp.NHWC.implement) (in module fastinference.implementations.neuralnet.fpga.binary.implement) (in module fastinference.implementations.tree.cpp.ifelse.implement) (in module fastinference.implementations.tree.cpp.native.implement)

Tree (class in fastinference.models.Tree)