superraenn

Run SuperRAENN on superphot+ light curves.

Module Contents

Functions

prep_lcs_superraenn(dataset_csv, probs_csv, data_dir, ...)	Run equivalent of superraenn-prep on processed light curves.
run_superraenn_raenn(lcfile, outdir[, load_file])
encode_raenn_features(lc_file, model_base, prep_file, ...)	Encode RAENN features in PosteriorSamples objects.
retrieve_decodings(model_path, lc_file, prep_fn[, sn_name])

Attributes

NEURON_N_DEFAULT
ENCODING_N_DEFAULT
N_EPOCH_DEFAULT

NEURON_N_DEFAULT = 100

ENCODING_N_DEFAULT = 10

N_EPOCH_DEFAULT = 2000

prep_lcs_superraenn(dataset_csv, probs_csv, data_dir, save_dir, metafile)

Run equivalent of superraenn-prep on processed light curves.

run_superraenn_raenn(lcfile, outdir, load_file=None)

encode_raenn_features(lc_file, model_base, prep_file, save_dir, raenn_only=False)

Encode RAENN features in PosteriorSamples objects.

retrieve_decodings(model_path, lc_file, prep_fn, sn_name=None)