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.gitignore

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profiling.md
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*.swp
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/docs/_build
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/docs/build
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/docs/doctrees
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example_data/
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build/

docs/requirements.txt

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sphinx
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sphinx-rtd-theme
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sphinxcontrib-mermaid
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myst-parser

docs/source/conf.py

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# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
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# ones.
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extensions = [
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'myst_parser'
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'myst_parser',
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'sphinxcontrib.mermaid'
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]
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# mappings for parsing files
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source_suffix = {'.rst':'restructuredtext',
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'.md':'markdown'}
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# mermaid config
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mermaid_output_format = "raw"
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mermaid_version = "latest"
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# Add any paths that contain templates here, relative to this directory.
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templates_path = ['_templates']
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docs/source/index.rst

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installation
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quickstart
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visualisation
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visualisation
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workflow

docs/source/introduction.md

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## Description
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# Description
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Robbie automates the process of cataloguing sources, finding variables, and identifying transients.
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docs/source/workflow.md

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(workflow)=
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## Workflow
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# Workflow
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The workflow was described initially in [Hancock et al. 2018](https://ui.adsabs.harvard.edu/abs/2019A%26C....27...23H/abstract) however the current workflow is shown below:
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- Preprocessing:
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- Convolve all images to a common psf (optional)
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- Concatenate transients into a single catalogue, identifying the epoch of each detection
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```mermaid
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flowchart TD
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subgraph Preprocessing
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direction LR
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img[Raw images] --> psf["PSF correction (?)"]
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psf --> bkg[Create background/noise maps]
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bkg --> warp["Fits warping (?)"]
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warp --> epim[Epoch images]
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end
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subgraph Persistent sources
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epim --> mean[Mean image]
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mean --> pscat[Persistent sources]
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epim --> pscat
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pscat --> vout[(Flux table, variability table, light curves, variabiltiy plot)]
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end
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subgraph Transients
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mean --> mask[Masked epoch images]
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epim --> mask
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pscat --> mask
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mask --> trans[Transient candidates]
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trans --> tout[(Filtered candidates, transients plot)]
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end
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```{mermaid}
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flowchart TD
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subgraph Preprocessing
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direction LR
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img[Raw images] --> psf["PSF correction (?)"]
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psf --> bkg[Create background/noise maps]
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bkg --> warp["Fits warping (?)"]
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warp --> epim[Epoch images]
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end
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subgraph Persistent sources
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epim --> mean[Mean image]
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mean --> pscat[Persistent sources]
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epim --> pscat
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pscat --> vout[(Flux table, variability table, light curves, variabiltiy plot)]
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end
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subgraph Transients
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mean --> mask[Masked epoch images]
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epim --> mask
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pscat --> mask
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mask --> trans[Transient candidates]
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trans --> tout[(Filtered candidates, transients plot)]
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end
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```
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Items with a (?) are optional processing steps that can be turned on/off.

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