LSST_AGN_SRNN_Paper

The codes and datasets for the paper 'LSST Cadence Strategy Evaluations for AGN Time-series Data in Wide-Fast-Deep Field'

Authors: Xinyue Sheng, Nicholas Ross, Matt Nicholl

These are JSON files. Each JSON file corresponds to an object, with the combination of different bands and five cadence strategies.

This large dataset includes DRW, DHO-underdamped, DHO-overdamped cases parameter sets.

For each simulated dataset, id, CARMA parameters, redshift, ra and dec are provided.

Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
DR16_z_colour_corr		DR16_z_colour_corr
referee		referee
.DS_Store		.DS_Store
CARMA_plots.ipynb		CARMA_plots.ipynb
DHO-simulated Light Curves Analysis.ipynb		DHO-simulated Light Curves Analysis.ipynb
DRW-simulated Light Curves Analysis.ipynb		DRW-simulated Light Curves Analysis.ipynb
QuasarMetric.ipynb		QuasarMetric.ipynb
README.md		README.md
SRNN_for_modelling.ipynb		SRNN_for_modelling.ipynb
model_params.zip		model_params.zip
select DHO dataset for SRNN.ipynb		select DHO dataset for SRNN.ipynb
select DRW dataset for SRNN.ipynb		select DRW dataset for SRNN.ipynb
straight_line_fitting.png		straight_line_fitting.png

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