Adaptive 3-d smoothing code

Adaptively smooths sparsely sampled particles according to their local density. Similar to the approach described in Merritt+2020, Section 3.1 ■ Git Repository

Modified Breiman estimator

Efficient implementation of a modification of the Brieman density estimator (Brieman et al., 1977) by Wilkinson and Meijer (1995) using the balltree method ■ Git Repository

Unsupervised machine learning morphological classifications

Morphological clusters and classifications for objects in HSC-SSP-DR1 udeep & wide layers. ■ Git Repository ■ Martin et al. 2019b (in prep) ■ DR2 classification and code coming soon

Progenitor Fractions

Returns the joint progenitor probability (probability that a galaxy is a spheroid at z=0) for a given redshift, mass, environment (percentile) and star-formation rate. ■ Git Repository ■ Martin et al. 2018a