Rail Notebooks

Main Project

• Back to RAIL

Interactive Mode Notebooks

• Overview of Demonstrations
  • Getting Started
  • Exploring Further
• Core Notebooks
  • Computing Hyperbolic Magnitudes
• Creation Notebooks
  • Blending Degrader demo
  • GridSelection Degrader to Emulate HSC Training Samples
  • Photometric error stage demo
  • Generate Spatially Varying Magnitude Errors According to Observing Conditions
  • Spectroscopic Selection Degrader to Emulate zCOSMOS Training Samples
• Estimation Notebooks
  • BPZ Lite Demo
  • RAIL CMNN Tutorial Notebook
  • RAIL’s DNF implementation example
  • Other distance metrics
  • Estimating photometric redshifts with RAIL stages and comparing results for different parameters
  • FlexZBoost PDF Representation Comparison
  • GPz Estimation Example
  • COSMOS LePhare example
  • RAIL_Lephare example on LSST data
  • The algorithm:
  • Non-representative data
  • RAIL Estimation Tutorial Notebook
  • Running RAIL with a different dataset
  • Test Sampled Summarizers
  • Using Photometry to Estimate Photometric Redshifts
  • Clustering redshifts with yet_another_wizz
• Evaluation Notebooks
  • Demo: RAIL Evaluation
  • Demo: RAIL Evaluation
• Goldenspike Notebook
  • Goldenspike - Interactive Version: an example of an end-to-end analysis using RAIL

Pipeline Mode Notebooks

• 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
  • Computing Hyperbolic Magnitudes
  • Iterate Over Tabular Data
• Creation Notebooks
  • Photometric error stage demo
  • GridSelection Degrader to Emulate HSC Training Samples
  • Blending Degrader demo
  • Generate Spatially Varying Magnitude Errors According to Observing Conditions
  • Spectroscopic Selection Degrader to Emulate zCOSMOS Training Samples
• Estimation Notebooks
  • RAIL Estimation Tutorial Notebook
  • FlexZBoost PDF Representation Comparison
  • BPZ Lite Demo
  • Running BPZliteEstimator with a custom set of SEDs
  • RAIL CMNN Tutorial Notebook
  • RAIL’s DNF implementation example
  • Other distance metrics
  • GPz Estimation Example
  • The NZDir estimator
  • Clustering redshifts with yet_another_wizz
  • RAIL_Lephare example on LSST data
  • Running RAIL with a different dataset
• Evaluation Notebooks
  • Demo: RAIL Evaluation
  • Demo: RAIL Evaluation
• Goldenspike Notebook