causeinfer
stable
Contents:
standard_algorithms
evaluation
data
utils
Contributing to causeinfer
Changelog
causeinfer 1.0.1 (June 3rd, 2022)
causeinfer 1.0.0 (December 28th, 2021)
causeinfer 0.1.2 (April 4th, 2021)
causeinfer 0.1.0 (Feb 25th, 2021)
causeinfer
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Index
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B
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C
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D
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E
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_binary_regularization() (causeinfer.standard_algorithms.binary_transformation.BinaryTransformation method)
_binary_transformation() (causeinfer.standard_algorithms.binary_transformation.BinaryTransformation method)
_format_data() (in module causeinfer.data.cmf_micro)
(in module causeinfer.data.hillstrom)
(in module causeinfer.data.mayo_pbc)
_quaternary_regularization() (causeinfer.standard_algorithms.quaternary_transformation.QuaternaryTransformation method)
_quaternary_transformation() (causeinfer.standard_algorithms.quaternary_transformation.QuaternaryTransformation method)
_reflective_transformation() (causeinfer.standard_algorithms.reflective.ReflectiveUplift method)
_reflective_weights() (causeinfer.standard_algorithms.reflective.ReflectiveUplift method)
A
auuc_score() (in module causeinfer.evaluation)
B
BaseModel (class in causeinfer.standard_algorithms.base_models)
BinaryTransformation (class in causeinfer.standard_algorithms.binary_transformation)
C
causeinfer.data.cmf_micro
module
causeinfer.data.download_utils
module
causeinfer.data.hillstrom
module
causeinfer.data.mayo_pbc
module
causeinfer.standard_algorithms.base_models
module
causeinfer.standard_algorithms.binary_transformation
module
causeinfer.standard_algorithms.interaction_term
module
causeinfer.standard_algorithms.pessimistic
module
causeinfer.standard_algorithms.quaternary_transformation
module
causeinfer.standard_algorithms.reflective
module
causeinfer.standard_algorithms.two_model
module
D
download_file() (in module causeinfer.data.download_utils)
download_hillstrom() (in module causeinfer.data.hillstrom)
download_mayo_pbc() (in module causeinfer.data.mayo_pbc)
E
eval_table() (in module causeinfer.evaluation)
F
fit() (causeinfer.standard_algorithms.base_models.BaseModel method)
(causeinfer.standard_algorithms.binary_transformation.BinaryTransformation method)
(causeinfer.standard_algorithms.interaction_term.InteractionTerm method)
(causeinfer.standard_algorithms.pessimistic.PessimisticUplift method)
(causeinfer.standard_algorithms.quaternary_transformation.QuaternaryTransformation method)
(causeinfer.standard_algorithms.reflective.ReflectiveUplift method)
(causeinfer.standard_algorithms.two_model.TwoModel method)
G
get_cum_effect() (in module causeinfer.evaluation)
get_cum_gain() (in module causeinfer.evaluation)
get_download_paths() (in module causeinfer.data.download_utils)
get_qini() (in module causeinfer.evaluation)
I
InteractionTerm (class in causeinfer.standard_algorithms.interaction_term)
is_control_negative() (causeinfer.standard_algorithms.base_models.TransformationModel method)
is_control_positive() (causeinfer.standard_algorithms.base_models.TransformationModel method)
is_treatment_negative() (causeinfer.standard_algorithms.base_models.TransformationModel method)
is_treatment_positive() (causeinfer.standard_algorithms.base_models.TransformationModel method)
iterate_model() (in module causeinfer.evaluation)
L
load_cmf_micro() (in module causeinfer.data.cmf_micro)
load_hillstrom() (in module causeinfer.data.hillstrom)
load_mayo_pbc() (in module causeinfer.data.mayo_pbc)
M
module
causeinfer.data.cmf_micro
causeinfer.data.download_utils
causeinfer.data.hillstrom
causeinfer.data.mayo_pbc
causeinfer.standard_algorithms.base_models
causeinfer.standard_algorithms.binary_transformation
causeinfer.standard_algorithms.interaction_term
causeinfer.standard_algorithms.pessimistic
causeinfer.standard_algorithms.quaternary_transformation
causeinfer.standard_algorithms.reflective
causeinfer.standard_algorithms.two_model
O
over_sample() (in module causeinfer.utils)
P
PessimisticUplift (class in causeinfer.standard_algorithms.pessimistic)
plot_batch_metrics() (in module causeinfer.evaluation)
plot_batch_responses() (in module causeinfer.evaluation)
plot_cum_effect() (in module causeinfer.evaluation)
plot_cum_gain() (in module causeinfer.evaluation)
plot_eval() (in module causeinfer.evaluation)
plot_qini() (in module causeinfer.evaluation)
plot_unit_distributions() (in module causeinfer.utils)
predict() (causeinfer.standard_algorithms.base_models.BaseModel method)
(causeinfer.standard_algorithms.interaction_term.InteractionTerm method)
(causeinfer.standard_algorithms.two_model.TwoModel method)
predict_proba() (causeinfer.standard_algorithms.binary_transformation.BinaryTransformation method)
(causeinfer.standard_algorithms.interaction_term.InteractionTerm method)
(causeinfer.standard_algorithms.pessimistic.PessimisticUplift method)
(causeinfer.standard_algorithms.quaternary_transformation.QuaternaryTransformation method)
(causeinfer.standard_algorithms.reflective.ReflectiveUplift method)
(causeinfer.standard_algorithms.two_model.TwoModel method)
Q
qini_score() (in module causeinfer.evaluation)
QuaternaryTransformation (class in causeinfer.standard_algorithms.quaternary_transformation)
R
ReflectiveUplift (class in causeinfer.standard_algorithms.reflective)
S
signal_to_noise() (in module causeinfer.evaluation)
T
train_test_split() (in module causeinfer.utils)
TransformationModel (class in causeinfer.standard_algorithms.base_models)
TwoModel (class in causeinfer.standard_algorithms.two_model)
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