RAIL
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Getting Started
Overview
Introduction to stages and pipelines
Core data structures
Organizational philosophy and included functionality
creation
estimation
evaluation
Installation
Installation Options
Exploration Installation
Production Installation
Algorithm Installation
Developer Installation
RAIL Command Line Utility
RAIL packages
Installing with pip
Installing from source
Algorithm / architecture specific issues
Installing Delight
Installing FlexZBoost
Installing bpz_lite
Using GPU-optimization for pzflow
Adding your kernel to jupyter
Citing RAIL
Contributing
Contribution Overview
Where to contribute: RAIL packages
Contribution workflow
Issue
Branch
Merge
Reviewing a PR
Naming conventions
Modules
Stages
Contribution Types
Fix an Issue
Adding a new Rail Stage
Simple Example
Advanced Example
Adding a new algorithm
Sharing a Rail Pipeline
API
API Documentation
creation namespace
Subpackages
creation.degraders namespace
creation.engines namespace
Submodules
rail.creation.degrader module
rail.creation.engine module
rail.creation.noisifier module
rail.creation.selector module
rail.gpz package
Submodules
rail.flexzboost package
Submodules
estimation namespace
Subpackages
estimation.algos namespace
Submodules
rail.estimation.classifier module
rail.estimation.estimator module
rail.estimation.informer module
rail.estimation.summarizer module
rail.bpz package
Submodules
rail.bpz.utils module
rail.stages package
Submodules
rail.dsps package
Submodules
rail.cmnn package
Submodules
evaluation namespace
Subpackages
evaluation.metrics namespace
Submodules
rail.evaluation.dist_to_dist_evaluator module
rail.evaluation.dist_to_point_evaluator module
rail.evaluation.evaluator module
rail.evaluation.point_to_point_evaluator module
rail.evaluation.single_evaluator module
rail.evaluation.stats_groups module
tools namespace
Subpackages
Submodules
rail.tools.flow_handle module
rail.tools.photometry_tools module
rail.tools.table_tools module
rail.core package
find_version()
Submodules
rail.core.common_params module
rail.core.data module
rail.core.introspection module
rail.core.point_estimation module
rail.core.stage module
rail.core.utils module
cli namespace
Subpackages
Submodules
rail.cli.commands module
rail.cli.options module
rail.cli.scripts module
rail.som package
Submodules
utils namespace
Subpackages
Submodules
rail.utils.path_utils module
rail.utils.testing_utils module
rail.pzflow package
Submodules
rail.sklearn package
Submodules
rail.astro_tools package
Submodules
rail.hub package
Submodules
rail.fsps package
Submodules
Usage Demos
Overview of Demonstrations
Starting out, overview notebooks
Deeper dives into synthetic data creation
Examples of using specific estimators
Deeper explanations of rail concepts
Core Notebooks
Creation Notebooks
Estimation Notebooks
Evaluation Notebooks
Goldenspike
RAIL
API Documentation
rail.sklearn package
Edit on GitHub
rail.sklearn package
Submodules
Read the Docs
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