prose

Warning

Version 3.0.0 is not on pypi yet, install with: pip install 'prose @ git+https://github.com/lgrcia/prose'

A Python package to build image processing pipelines for Astronomy. Beyond featuring the blocks to build pipelines from scratch, it provides pre-implemented ones to perform common tasks such as automated calibration, reduction and photometry.

Where to start?

🌌 Install prose and read about its core objects.

📦 Explore the library of pre-implemented blocks

✨ Obtain a light curve from raw images by following the Basic Photometry tutorial

Get started

• Installation
• Quickstart
• Core objects
  • Main objects
  • Example: Hello World

Tutorials

• Fits manager
  • Generating fake fits
  • The Fits Manager object
  • Picking an observation
    • Telescope specific keywords
• Images photometry
  • Simualting data
  • Explore FITS
  • Extracting photometry
    • Using a reference
    • Aperture photometry
  • The Fluxes object
• Custom block
  • Dataset
  • Method
    • 1. Sigma clipping
    • 2. Fitting the model
    • 3. Correction
  • Block creation
    • The simple way
    • User-friendly block
  • Documentation
    • Acknowledgment
    • Doctring
• Catalogs & Plate solving
  • Querying a catalog
  • Plate solving

Case studies

• Exoplanet transit
  • Managing the FITS
  • The full reduction
  • Differential photometry
• Hi’iaka occultation
  • Images
  • Reference
  • The reduction sequence
  • Seeing the star disapear
• Comet profile
• Satellites detection ✖️

Reference

• Sources
  • Detection
  • Sources properties
    • Apertures
• Blocks
  • Detection
  • PSF
  • Alignment & Geometry
  • Centroiding
  • Photometry
  • Utils
  • All
    • Align
      • Align
    • AlignReferenceSources
      • AlignReferenceSources
    • AlignReferenceWCS
      • AlignReferenceWCS
    • AlignSources
      • AlignSources
    • AnnulusBackground
      • AnnulusBackground
    • AperturePhotometry
      • AperturePhotometry
    • Apply
      • Apply
    • AutoSourceDetection
      • AutoSourceDetection
    • Calibration
      • Calibration
    • CentroidBallet
      • CentroidBallet
    • CentroidCOM
      • CentroidCOM
    • CentroidGaussian2D
      • CentroidGaussian2D
    • CentroidQuadratic
      • CentroidQuadratic
    • CleanBadPixels
      • CleanBadPixels
    • ComputeTransform
      • ComputeTransform
    • Cutouts
      • Cutouts
    • DAOFindStars
      • DAOFindStars
    • Del
      • Del
    • Drizzle
      • Drizzle
    • GaiaCatalog
      • GaiaCatalog
    • Gaussian2D
      • Gaussian2D
    • Get
      • Get
    • GetFluxes
      • GetFluxes
    • HFD
      • HFD
    • JAXGaussian2D
      • JAXGaussian2D
    • JAXMoffat2D
      • JAXMoffat2D
    • LimitSources
      • LimitSources
    • LivePlot
      • LivePlot
    • MedianEPSF
      • MedianEPSF
    • Moffat2D
      • Moffat2D
    • Peaks
      • Peaks
    • PlateSolve
      • PlateSolve
    • PointSourceDetection
      • PointSourceDetection
    • RawVideo
      • RawVideo
    • SEDetection
      • SEDetection
    • SegmentedPeaks
      • SegmentedPeaks
    • SelectiveStack
      • SelectiveStack
    • SetAffineTransform
      • SetAffineTransform
    • SortSources
      • SortSources
    • TESSCatalog
      • TESSCatalog
    • TraceDetection
      • TraceDetection
    • Trim
      • Trim
    • VideoPlot
      • VideoPlot
    • WriteTo
      • WriteTo
• API
  • Image processing
    • Telescope
      • Telescope
    • FitsManager
      • FitsManager
    • Image
      • Image
    • FITSImage
      • FITSImage
    • Block
      • Block
    • Sequence
      • Sequence
  • Sources
    • PointSource
      • PointSource
    • ExtendedSource
      • ExtendedSource
    • TraceSource
      • TraceSource
  • Other
    • Fluxes
      • Fluxes
    • Buffer
      • Buffer
• Tested blocks