RAIL
latest
Getting Started
Installation
Quickstart for data exploration
Quickstart for at-scale pipeline execution
Example: the Golden Spike end-to-end demo
Quickstart for prospective developers
Citing RAIL
Overview
Organization
creation
estimation
evaluation
Structure and core dependencies
A brief note on core DESC software dependencies
The RAIL ecosystem
Contributing
Where to contribute: RAIL packages
Contribution workflow
Adding a new Rail Stage
Adding a new Rail Pipeline
Usage Demos
Core Demo Notebooks
Data, files, IO, and RAIL
Computing Hyperbolic Magnitudes
Iterator Test
Pipeline Example
Run Pipe
Creation Demo Notebooks
Using Engines and Degraders to Generate Galaxy Samples with Errors and Biases
Grid Selection Degrader to Emulate HSC Training Samples
Spectroscopic Selection Degrader to Emulate zCOSMOS Training Samples
Using a Creator to Calculate True Posteriors for a Galaxy Sample
Estimation Demo Notebooks
The NZDir Estimator
Testing Sampled Summarizers
Other Demo Notebooks
Goldenspike, an Example of an End-to-End Analysis Using RAIL
Reference
API Documentation
rail.core package
find_version()
Submodules
rail.core.algo_utils module
rail.core.common_params module
rail.core.data module
rail.core.stage module
rail.core.utilPhotometry module
rail.core.utilStages module
rail.core.utils module
rail.creation namespace
Subpackages
rail.creation.degradation package
rail.creation.engines namespace
Submodules
rail.creation.degrader module
rail.creation.engine module
rail.estimation namespace
Subpackages
rail.estimation.algos namespace
Submodules
rail.estimation.estimator module
rail.estimation.summarizer module
rail.evaluation namespace
Subpackages
rail.evaluation.metrics namespace
Submodules
rail.evaluation.evaluator module
rail.evaluation.utils module
RAIL
Index
Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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J
|
K
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L
|
M
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N
|
O
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P
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Q
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R
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S
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T
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V
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W
A
add_data() (rail.core.data.DataStore method)
(rail.core.stage.RailStage method)
add_handle() (rail.core.stage.RailStage method)
allow_overwrite (rail.core.data.DataStore attribute)
assign_pixels() (rail.creation.degradation.observing_condition_degrader.ObsCondition method)
B
bands (rail.estimation.algos.NZDir.Inform_NZDir attribute)
(rail.estimation.algos.NZDir.NZDir attribute)
Brier (class in rail.evaluation.metrics.brier)
build() (rail.core.stage.RailStage class method)
(rail.core.stage.RailStageBuild method)
C
CatEstimator (class in rail.estimation.estimator)
CatInformer (class in rail.estimation.estimator)
CatSummarizer (class in rail.estimation.summarizer)
CDELoss (class in rail.evaluation.metrics.cdeloss)
close() (rail.core.data.DataHandle method)
ColumnMapper (class in rail.core.utilStages)
compute() (rail.core.utilPhotometry.HyperbolicMagnitudes method)
(rail.core.utilPhotometry.HyperbolicSmoothing method)
(rail.core.utilPhotometry.PhotormetryManipulator method)
computemeanstd() (in module rail.estimation.algos.pzflow)
config_options (rail.core.stage.RailStage attribute)
(rail.core.utilPhotometry.HyperbolicMagnitudes attribute)
(rail.core.utilPhotometry.HyperbolicSmoothing attribute)
(rail.core.utilPhotometry.PhotormetryManipulator attribute)
(rail.core.utilStages.ColumnMapper attribute)
(rail.core.utilStages.Dereddener attribute)
(rail.core.utilStages.LSSTFluxToMagConverter attribute)
(rail.core.utilStages.RowSelector attribute)
(rail.core.utilStages.TableConverter attribute)
(rail.creation.degradation.grid_selection.GridSelection attribute)
(rail.creation.degradation.lsst_error_model.LSSTErrorModel attribute)
(rail.creation.degradation.observing_condition_degrader.ObsCondition attribute)
(rail.creation.degradation.quantityCut.QuantityCut attribute)
(rail.creation.degradation.spectroscopic_degraders.InvRedshiftIncompleteness attribute)
(rail.creation.degradation.spectroscopic_degraders.LineConfusion attribute)
(rail.creation.degradation.spectroscopic_selections.SpecSelection attribute)
(rail.creation.degrader.Degrader attribute)
(rail.creation.engine.Creator attribute)
(rail.creation.engine.Modeler attribute)
(rail.creation.engine.PosteriorCalculator attribute)
(rail.creation.engines.flowEngine.FlowModeler attribute)
(rail.creation.engines.flowEngine.FlowPosterior attribute)
(rail.estimation.algos.knnpz.Inform_KNearNeighPDF attribute)
(rail.estimation.algos.knnpz.KNearNeighPDF attribute)
(rail.estimation.algos.naiveStack.NaiveStack attribute)
(rail.estimation.algos.NZDir.Inform_NZDir attribute)
(rail.estimation.algos.NZDir.NZDir attribute)
(rail.estimation.algos.pointEstimateHist.PointEstimateHist attribute)
(rail.estimation.algos.pzflow.Inform_PZFlowPDF attribute)
(rail.estimation.algos.pzflow.PZFlowPDF attribute)
(rail.estimation.algos.randomPZ.RandomPZ attribute)
(rail.estimation.algos.simpleSOM.Inform_SimpleSOMSummarizer attribute)
(rail.estimation.algos.simpleSOM.SimpleSOMSummarizer attribute)
(rail.estimation.algos.sklearn_nn.Inform_SimpleNN attribute)
(rail.estimation.algos.sklearn_nn.SimpleNN attribute)
(rail.estimation.algos.somocluSOM.Inform_somocluSOMSummarizer attribute)
(rail.estimation.algos.somocluSOM.somocluSOMSummarizer attribute)
(rail.estimation.algos.trainZ.Inform_trainZ attribute)
(rail.estimation.algos.trainZ.TrainZ attribute)
(rail.estimation.algos.varInference.VarInferenceStack attribute)
(rail.estimation.estimator.CatEstimator attribute)
(rail.estimation.estimator.CatInformer attribute)
(rail.estimation.summarizer.CatSummarizer attribute)
(rail.estimation.summarizer.PzInformer attribute)
(rail.estimation.summarizer.PZSummarizer attribute)
(rail.estimation.summarizer.SZPZSummarizer attribute)
connect_input() (rail.core.stage.RailStage method)
copy_param() (in module rail.core.common_params)
Creator (class in rail.creation.engine)
critical_values (rail.evaluation.utils.stat_crit_sig attribute)
D
DATA_STORE() (in module rail.core.data)
DataHandle (class in rail.core.data)
DataStore (class in rail.core.data)
def_ratio_file (rail.creation.degradation.grid_selection.GridSelection attribute)
def_set_file (rail.creation.degradation.grid_selection.GridSelection attribute)
default_model_read() (in module rail.core.data)
default_model_write() (in module rail.core.data)
default_usecols (rail.estimation.algos.NZDir.Inform_NZDir attribute)
(rail.estimation.algos.NZDir.NZDir attribute)
Degrader (class in rail.creation.degrader)
Dereddener (class in rail.core.utilStages)
downsampling_N_tot() (rail.creation.degradation.spectroscopic_selections.SpecSelection method)
E
estimate() (rail.estimation.estimator.CatEstimator method)
evaluate() (rail.evaluation.metrics.base.MetricEvaluator method)
(rail.evaluation.metrics.brier.Brier method)
(rail.evaluation.metrics.cdeloss.CDELoss method)
(rail.evaluation.metrics.pit.PIT method)
(rail.evaluation.metrics.pit.PITAD method)
(rail.evaluation.metrics.pit.PITCvM method)
(rail.evaluation.metrics.pit.PITKS method)
(rail.evaluation.metrics.pit.PITMeta method)
(rail.evaluation.metrics.pit.PITOutRate method)
(rail.evaluation.metrics.pointestimates.PointBias method)
(rail.evaluation.metrics.pointestimates.PointOutlierRate method)
(rail.evaluation.metrics.pointestimates.PointSigmaIQR method)
(rail.evaluation.metrics.pointestimates.PointSigmaMAD method)
(rail.evaluation.metrics.pointestimates.PointStatsEz method)
F
fetch_map() (rail.core.utilStages.Dereddener method)
finalize_write() (rail.core.data.DataHandle method)
find_version() (in module rail.core)
fit_model() (rail.creation.engine.Modeler method)
FitsHandle (class in rail.core.data)
flow_factory (rail.core.data.FlowHandle attribute)
FlowCreator (class in rail.creation.engines.flowEngine)
FlowDict (class in rail.core.data)
FlowHandle (class in rail.core.data)
FlowModeler (class in rail.creation.engines.flowEngine)
FlowPosterior (class in rail.creation.engines.flowEngine)
G
get_as_fluxes() (rail.core.utilPhotometry.PhotormetryManipulator method)
get_bmus() (in module rail.estimation.algos.somocluSOM)
get_data() (rail.core.stage.RailStage method)
get_handle() (rail.core.stage.RailStage method)
get_limiting_mags() (rail.creation.degradation.lsst_error_model.LSSTErrorModel method)
get_pixel_conditions() (rail.creation.degradation.observing_condition_degrader.ObsCondition method)
get_posterior() (rail.creation.engine.PosteriorCalculator method)
get_som_coordinates() (rail.estimation.algos.somocluSOM.somocluSOMSummarizer method)
GridSelection (class in rail.creation.degradation.grid_selection)
H
has_data (rail.core.data.DataHandle property)
has_path (rail.core.data.DataHandle property)
Hdf5Handle (class in rail.core.data)
HyperbolicMagnitudes (class in rail.core.utilPhotometry)
HyperbolicSmoothing (class in rail.core.utilPhotometry)
I
inform() (rail.estimation.estimator.CatInformer method)
(rail.estimation.summarizer.PzInformer method)
Inform_KNearNeighPDF (class in rail.estimation.algos.knnpz)
Inform_NZDir (class in rail.estimation.algos.NZDir)
Inform_PZFlowPDF (class in rail.estimation.algos.pzflow)
Inform_SimpleNN (class in rail.estimation.algos.sklearn_nn)
Inform_SimpleSOMSummarizer (class in rail.estimation.algos.simpleSOM)
Inform_somocluSOMSummarizer (class in rail.estimation.algos.somocluSOM)
Inform_trainZ (class in rail.estimation.algos.trainZ)
initialize_handle() (rail.estimation.algos.NZDir.NZDir method)
initialize_write() (rail.core.data.DataHandle method)
input_iterator() (rail.core.stage.RailStage method)
inputs (rail.core.utilPhotometry.HyperbolicMagnitudes attribute)
(rail.core.utilPhotometry.HyperbolicSmoothing attribute)
(rail.core.utilPhotometry.PhotormetryManipulator attribute)
(rail.core.utilStages.ColumnMapper attribute)
(rail.core.utilStages.Dereddener attribute)
(rail.core.utilStages.LSSTFluxToMagConverter attribute)
(rail.core.utilStages.RowSelector attribute)
(rail.core.utilStages.TableConverter attribute)
(rail.creation.degrader.Degrader attribute)
(rail.creation.engine.Creator attribute)
(rail.creation.engine.Modeler attribute)
(rail.creation.engine.PosteriorCalculator attribute)
(rail.creation.engines.flowEngine.FlowCreator attribute)
(rail.creation.engines.flowEngine.FlowModeler attribute)
(rail.creation.engines.flowEngine.FlowPosterior attribute)
(rail.estimation.algos.pzflow.PZFlowPDF attribute)
(rail.estimation.algos.randomPZ.RandomPZ attribute)
(rail.estimation.estimator.CatEstimator attribute)
(rail.estimation.estimator.CatInformer attribute)
(rail.estimation.summarizer.CatSummarizer attribute)
(rail.estimation.summarizer.PzInformer attribute)
(rail.estimation.summarizer.PZSummarizer attribute)
(rail.estimation.summarizer.SZPZSummarizer attribute)
invalid_cut() (rail.creation.degradation.spectroscopic_selections.SpecSelection method)
InvRedshiftIncompleteness (class in rail.creation.degradation.spectroscopic_degraders)
is_written (rail.core.data.DataHandle property)
iterator() (rail.core.data.DataHandle method)
J
join_histograms() (rail.estimation.algos.NZDir.NZDir method)
K
KNearNeighPDF (class in rail.estimation.algos.knnpz)
L
LineConfusion (class in rail.creation.degradation.spectroscopic_degraders)
LSSTErrorModel (class in rail.creation.degradation.lsst_error_model)
LSSTFluxToMagConverter (class in rail.core.utilStages)
M
mag_conv (rail.core.utilStages.LSSTFluxToMagConverter attribute)
make_and_connect() (rail.core.stage.RailStage class method)
make_color_data() (in module rail.estimation.algos.sklearn_nn)
make_name() (rail.core.data.DataHandle class method)
MetricEvaluator (class in rail.evaluation.metrics.base)
model_factory (rail.core.data.ModelHandle attribute)
ModelDict (class in rail.core.data)
Modeler (class in rail.creation.engine)
ModelHandle (class in rail.core.data)
module
rail.core
rail.core.algo_utils
rail.core.common_params
rail.core.data
rail.core.stage
rail.core.utilPhotometry
rail.core.utils
rail.core.utilStages
rail.creation
rail.creation.degradation
rail.creation.degradation.grid_selection
rail.creation.degradation.lsst_error_model
rail.creation.degradation.observing_condition_degrader
rail.creation.degradation.quantityCut
rail.creation.degradation.spectroscopic_degraders
rail.creation.degradation.spectroscopic_selections
rail.creation.degrader
rail.creation.engine
rail.creation.engines
rail.creation.engines.flowEngine
rail.estimation
rail.estimation.algos
rail.estimation.algos.knnpz
rail.estimation.algos.naiveStack
rail.estimation.algos.NZDir
rail.estimation.algos.pointEstimateHist
rail.estimation.algos.pzflow
rail.estimation.algos.randomPZ
rail.estimation.algos.simpleSOM
rail.estimation.algos.sklearn_nn
rail.estimation.algos.somocluSOM
rail.estimation.algos.trainZ
rail.estimation.algos.varInference
rail.estimation.estimator
rail.estimation.summarizer
rail.evaluation
rail.evaluation.metrics
rail.evaluation.metrics.base
rail.evaluation.metrics.brier
rail.evaluation.metrics.cdeloss
rail.evaluation.metrics.pit
rail.evaluation.metrics.pointestimates
rail.evaluation.utils
N
NaiveStack (class in rail.estimation.algos.naiveStack)
name (rail.core.stage.RailStage attribute)
(rail.core.utilPhotometry.HyperbolicMagnitudes attribute)
(rail.core.utilPhotometry.HyperbolicSmoothing attribute)
(rail.core.utilPhotometry.PhotormetryManipulator attribute)
(rail.core.utilStages.ColumnMapper attribute)
(rail.core.utilStages.Dereddener attribute)
(rail.core.utilStages.LSSTFluxToMagConverter attribute)
(rail.core.utilStages.RowSelector attribute)
(rail.core.utilStages.TableConverter attribute)
(rail.creation.degradation.grid_selection.GridSelection attribute)
(rail.creation.degradation.lsst_error_model.LSSTErrorModel attribute)
(rail.creation.degradation.observing_condition_degrader.ObsCondition attribute)
(rail.creation.degradation.quantityCut.QuantityCut attribute)
(rail.creation.degradation.spectroscopic_degraders.InvRedshiftIncompleteness attribute)
(rail.creation.degradation.spectroscopic_degraders.LineConfusion attribute)
(rail.creation.degradation.spectroscopic_selections.SpecSelection attribute)
(rail.creation.degradation.spectroscopic_selections.SpecSelection_BOSS attribute)
(rail.creation.degradation.spectroscopic_selections.SpecSelection_DEEP2 attribute)
(rail.creation.degradation.spectroscopic_selections.SpecSelection_GAMA attribute)
(rail.creation.degradation.spectroscopic_selections.SpecSelection_HSC attribute)
(rail.creation.degradation.spectroscopic_selections.SpecSelection_VVDSf02 attribute)
(rail.creation.degradation.spectroscopic_selections.SpecSelection_zCOSMOS attribute)
(rail.creation.degrader.Degrader attribute)
(rail.creation.engine.Creator attribute)
(rail.creation.engine.Modeler attribute)
(rail.creation.engine.PosteriorCalculator attribute)
(rail.creation.engines.flowEngine.FlowCreator attribute)
(rail.creation.engines.flowEngine.FlowModeler attribute)
(rail.creation.engines.flowEngine.FlowPosterior attribute)
(rail.estimation.algos.knnpz.Inform_KNearNeighPDF attribute)
(rail.estimation.algos.knnpz.KNearNeighPDF attribute)
(rail.estimation.algos.naiveStack.NaiveStack attribute)
(rail.estimation.algos.NZDir.Inform_NZDir attribute)
(rail.estimation.algos.NZDir.NZDir attribute)
(rail.estimation.algos.pointEstimateHist.PointEstimateHist attribute)
(rail.estimation.algos.pzflow.Inform_PZFlowPDF attribute)
(rail.estimation.algos.pzflow.PZFlowPDF attribute)
(rail.estimation.algos.randomPZ.RandomPZ attribute)
(rail.estimation.algos.simpleSOM.Inform_SimpleSOMSummarizer attribute)
(rail.estimation.algos.simpleSOM.SimpleSOMSummarizer attribute)
(rail.estimation.algos.sklearn_nn.Inform_SimpleNN attribute)
(rail.estimation.algos.sklearn_nn.SimpleNN attribute)
(rail.estimation.algos.somocluSOM.Inform_somocluSOMSummarizer attribute)
(rail.estimation.algos.somocluSOM.somocluSOMSummarizer attribute)
(rail.estimation.algos.trainZ.Inform_trainZ attribute)
(rail.estimation.algos.trainZ.TrainZ attribute)
(rail.estimation.algos.varInference.VarInferenceStack attribute)
(rail.estimation.estimator.CatEstimator attribute)
(rail.estimation.estimator.CatInformer attribute)
(rail.estimation.summarizer.CatSummarizer attribute)
(rail.estimation.summarizer.PzInformer attribute)
(rail.estimation.summarizer.PZSummarizer attribute)
(rail.estimation.summarizer.SZPZSummarizer attribute)
NZDir (class in rail.estimation.algos.NZDir)
O
ObsCondition (class in rail.creation.degradation.observing_condition_degrader)
one_algo() (in module rail.core.algo_utils)
open() (rail.core.data.DataHandle method)
(rail.core.data.DataStore method)
(rail.core.data.ModelDict method)
open_model() (rail.creation.engine.Creator method)
(rail.creation.engine.PosteriorCalculator method)
(rail.estimation.algos.knnpz.KNearNeighPDF method)
(rail.estimation.algos.NZDir.NZDir method)
(rail.estimation.algos.trainZ.TrainZ method)
(rail.estimation.estimator.CatEstimator method)
(rail.estimation.summarizer.SZPZSummarizer method)
outputs (rail.core.utilPhotometry.HyperbolicMagnitudes attribute)
(rail.core.utilPhotometry.HyperbolicSmoothing attribute)
(rail.core.utilPhotometry.PhotormetryManipulator attribute)
(rail.core.utilStages.ColumnMapper attribute)
(rail.core.utilStages.Dereddener attribute)
(rail.core.utilStages.LSSTFluxToMagConverter attribute)
(rail.core.utilStages.RowSelector attribute)
(rail.core.utilStages.TableConverter attribute)
(rail.creation.degrader.Degrader attribute)
(rail.creation.engine.Creator attribute)
(rail.creation.engine.Modeler attribute)
(rail.creation.engine.PosteriorCalculator attribute)
(rail.creation.engines.flowEngine.FlowCreator attribute)
(rail.creation.engines.flowEngine.FlowModeler attribute)
(rail.creation.engines.flowEngine.FlowPosterior attribute)
(rail.estimation.algos.naiveStack.NaiveStack attribute)
(rail.estimation.algos.NZDir.NZDir attribute)
(rail.estimation.algos.pointEstimateHist.PointEstimateHist attribute)
(rail.estimation.algos.pzflow.Inform_PZFlowPDF attribute)
(rail.estimation.algos.simpleSOM.SimpleSOMSummarizer attribute)
(rail.estimation.algos.somocluSOM.somocluSOMSummarizer attribute)
(rail.estimation.algos.varInference.VarInferenceStack attribute)
(rail.estimation.estimator.CatEstimator attribute)
(rail.estimation.estimator.CatInformer attribute)
(rail.estimation.summarizer.CatSummarizer attribute)
(rail.estimation.summarizer.PzInformer attribute)
(rail.estimation.summarizer.PZSummarizer attribute)
(rail.estimation.summarizer.SZPZSummarizer attribute)
P
p_value (rail.evaluation.utils.stat_and_pval attribute)
photometryCut() (rail.creation.degradation.spectroscopic_selections.SpecSelection_DEEP2 method)
(rail.creation.degradation.spectroscopic_selections.SpecSelection_HSC method)
(rail.creation.degradation.spectroscopic_selections.SpecSelection_VVDSf02 method)
(rail.creation.degradation.spectroscopic_selections.SpecSelection_zCOSMOS method)
PhotormetryManipulator (class in rail.core.utilPhotometry)
PIT (class in rail.evaluation.metrics.pit)
pit_samps (rail.evaluation.metrics.pit.PIT property)
PITAD (class in rail.evaluation.metrics.pit)
PITCvM (class in rail.evaluation.metrics.pit)
PITKS (class in rail.evaluation.metrics.pit)
PITMeta (class in rail.evaluation.metrics.pit)
PITMetaMetric() (in module rail.evaluation.metrics.pit)
PITOutRate (class in rail.evaluation.metrics.pit)
plot_som() (in module rail.estimation.algos.somocluSOM)
PointBias (class in rail.evaluation.metrics.pointestimates)
PointEstimateHist (class in rail.estimation.algos.pointEstimateHist)
PointOutlierRate (class in rail.evaluation.metrics.pointestimates)
PointSigmaIQR (class in rail.evaluation.metrics.pointestimates)
PointSigmaMAD (class in rail.evaluation.metrics.pointestimates)
PointStatsEz (class in rail.evaluation.metrics.pointestimates)
PosteriorCalculator (class in rail.creation.engine)
PqHandle (class in rail.core.data)
PZFlowPDF (class in rail.estimation.algos.pzflow)
PzInformer (class in rail.estimation.summarizer)
PZSummarizer (class in rail.estimation.summarizer)
Q
QPHandle (class in rail.core.data)
QuantityCut (class in rail.creation.degradation.quantityCut)
R
rail.core
module
rail.core.algo_utils
module
rail.core.common_params
module
rail.core.data
module
rail.core.stage
module
rail.core.utilPhotometry
module
rail.core.utils
module
rail.core.utilStages
module
rail.creation
module
rail.creation.degradation
module
rail.creation.degradation.grid_selection
module
rail.creation.degradation.lsst_error_model
module
rail.creation.degradation.observing_condition_degrader
module
rail.creation.degradation.quantityCut
module
rail.creation.degradation.spectroscopic_degraders
module
rail.creation.degradation.spectroscopic_selections
module
rail.creation.degrader
module
rail.creation.engine
module
rail.creation.engines
module
rail.creation.engines.flowEngine
module
rail.estimation
module
rail.estimation.algos
module
rail.estimation.algos.knnpz
module
rail.estimation.algos.naiveStack
module
rail.estimation.algos.NZDir
module
rail.estimation.algos.pointEstimateHist
module
rail.estimation.algos.pzflow
module
rail.estimation.algos.randomPZ
module
rail.estimation.algos.simpleSOM
module
rail.estimation.algos.sklearn_nn
module
rail.estimation.algos.somocluSOM
module
rail.estimation.algos.trainZ
module
rail.estimation.algos.varInference
module
rail.estimation.estimator
module
rail.estimation.summarizer
module
rail.evaluation
module
rail.evaluation.metrics
module
rail.evaluation.metrics.base
module
rail.evaluation.metrics.brier
module
rail.evaluation.metrics.cdeloss
module
rail.evaluation.metrics.pit
module
rail.evaluation.metrics.pointestimates
module
rail.evaluation.utils
module
RailPipeline (class in rail.core.stage)
RailStage (class in rail.core.stage)
RailStageBuild (class in rail.core.stage)
RandomPZ (class in rail.estimation.algos.randomPZ)
read() (rail.core.data.DataHandle method)
(rail.core.data.DataStore method)
(rail.core.data.FlowDict method)
(rail.core.data.ModelDict method)
read_file() (rail.core.data.DataStore method)
regularize_data() (in module rail.estimation.algos.sklearn_nn)
replace_non_detections() (rail.estimation.algos.somocluSOM.somocluSOMSummarizer method)
RowSelector (class in rail.core.utilStages)
run() (rail.core.utilPhotometry.HyperbolicMagnitudes method)
(rail.core.utilPhotometry.HyperbolicSmoothing method)
(rail.core.utilPhotometry.PhotormetryManipulator method)
(rail.core.utilStages.ColumnMapper method)
(rail.core.utilStages.Dereddener method)
(rail.core.utilStages.LSSTFluxToMagConverter method)
(rail.core.utilStages.RowSelector method)
(rail.core.utilStages.TableConverter method)
(rail.creation.degradation.grid_selection.GridSelection method)
(rail.creation.degradation.lsst_error_model.LSSTErrorModel method)
(rail.creation.degradation.observing_condition_degrader.ObsCondition method)
(rail.creation.degradation.quantityCut.QuantityCut method)
(rail.creation.degradation.spectroscopic_degraders.InvRedshiftIncompleteness method)
(rail.creation.degradation.spectroscopic_degraders.LineConfusion method)
(rail.creation.degradation.spectroscopic_selections.SpecSelection method)
(rail.creation.engines.flowEngine.FlowCreator method)
(rail.creation.engines.flowEngine.FlowModeler method)
(rail.creation.engines.flowEngine.FlowPosterior method)
(rail.estimation.algos.knnpz.Inform_KNearNeighPDF method)
(rail.estimation.algos.naiveStack.NaiveStack method)
(rail.estimation.algos.NZDir.Inform_NZDir method)
(rail.estimation.algos.NZDir.NZDir method)
(rail.estimation.algos.pointEstimateHist.PointEstimateHist method)
(rail.estimation.algos.pzflow.Inform_PZFlowPDF method)
(rail.estimation.algos.simpleSOM.Inform_SimpleSOMSummarizer method)
(rail.estimation.algos.simpleSOM.SimpleSOMSummarizer method)
(rail.estimation.algos.sklearn_nn.Inform_SimpleNN method)
(rail.estimation.algos.somocluSOM.Inform_somocluSOMSummarizer method)
(rail.estimation.algos.somocluSOM.somocluSOMSummarizer method)
(rail.estimation.algos.trainZ.Inform_trainZ method)
(rail.estimation.algos.varInference.VarInferenceStack method)
(rail.estimation.estimator.CatEstimator method)
S
sample() (rail.creation.engine.Creator method)
selection() (rail.creation.degradation.spectroscopic_selections.SpecSelection method)
(rail.creation.degradation.spectroscopic_selections.SpecSelection_BOSS method)
(rail.creation.degradation.spectroscopic_selections.SpecSelection_DEEP2 method)
(rail.creation.degradation.spectroscopic_selections.SpecSelection_GAMA method)
(rail.creation.degradation.spectroscopic_selections.SpecSelection_HSC method)
(rail.creation.degradation.spectroscopic_selections.SpecSelection_VVDSf02 method)
(rail.creation.degradation.spectroscopic_selections.SpecSelection_zCOSMOS method)
set_cuts() (rail.creation.degradation.quantityCut.QuantityCut method)
set_data() (rail.core.data.DataHandle method)
(rail.core.stage.RailStage method)
set_param_default() (in module rail.core.common_params)
set_param_defaults() (in module rail.core.common_params)
set_weight_column() (rail.estimation.algos.somocluSOM.somocluSOMSummarizer method)
significance_level (rail.evaluation.utils.stat_crit_sig attribute)
SimpleNN (class in rail.estimation.algos.sklearn_nn)
SimpleSOMSummarizer (class in rail.estimation.algos.simpleSOM)
size() (rail.core.data.DataHandle method)
somocluSOMSummarizer (class in rail.estimation.algos.somocluSOM)
SpecSelection (class in rail.creation.degradation.spectroscopic_selections)
SpecSelection_BOSS (class in rail.creation.degradation.spectroscopic_selections)
SpecSelection_DEEP2 (class in rail.creation.degradation.spectroscopic_selections)
SpecSelection_GAMA (class in rail.creation.degradation.spectroscopic_selections)
SpecSelection_HSC (class in rail.creation.degradation.spectroscopic_selections)
SpecSelection_VVDSf02 (class in rail.creation.degradation.spectroscopic_selections)
SpecSelection_zCOSMOS (class in rail.creation.degradation.spectroscopic_selections)
speczSuccess() (rail.creation.degradation.spectroscopic_selections.SpecSelection_DEEP2 method)
(rail.creation.degradation.spectroscopic_selections.SpecSelection_HSC method)
(rail.creation.degradation.spectroscopic_selections.SpecSelection_VVDSf02 method)
(rail.creation.degradation.spectroscopic_selections.SpecSelection_zCOSMOS method)
StageIO (class in rail.core.stage)
stat_and_pval (class in rail.evaluation.utils)
stat_crit_sig (class in rail.evaluation.utils)
statistic (rail.evaluation.utils.stat_and_pval attribute)
(rail.evaluation.utils.stat_crit_sig attribute)
suffix (rail.core.data.DataHandle attribute)
(rail.core.data.FitsHandle attribute)
(rail.core.data.FlowHandle attribute)
(rail.core.data.Hdf5Handle attribute)
(rail.core.data.ModelHandle attribute)
(rail.core.data.PqHandle attribute)
(rail.core.data.QPHandle attribute)
(rail.core.data.TableHandle attribute)
summarize() (rail.estimation.summarizer.CatSummarizer method)
(rail.estimation.summarizer.PZSummarizer method)
(rail.estimation.summarizer.SZPZSummarizer method)
SZPZSummarizer (class in rail.estimation.summarizer)
T
TableConverter (class in rail.core.utilStages)
TableHandle (class in rail.core.data)
TrainZ (class in rail.estimation.algos.trainZ)
trainZmodel (class in rail.estimation.algos.trainZ)
V
validate_colnames() (rail.creation.degradation.spectroscopic_selections.SpecSelection method)
VarInferenceStack (class in rail.estimation.algos.varInference)
W
write() (rail.core.data.DataHandle method)
(rail.core.data.DataStore method)
(rail.core.data.ModelDict method)
write_all() (rail.core.data.DataStore method)
write_chunk() (rail.core.data.DataHandle method)
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