Published April 5, 2021 | Version v1
Software Open

Pre-Trained Models Multi-Output Random Forest Regression to Emulate the Earliest Stages of Planet Formation

  • 1. University of Virginia

Contributors

  • 1. University of Virginia

Description

These are pre-trained models made in Python, for use in the installation and running of the astrodust Python package. The files are for the random forest regressor, which can be used to predict dust coagulation in protoplanetary disks, and for a classifier, which predicts if the model's own predictions are trustworthy or potentially flawed.

Files

Files (6.7 GB)

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md5:877b451b2b2583a75b94f1642dcccd41
1.9 MB Download
md5:5fa0de7c8124b1c50a42be9d1a66d1ea
6.7 GB Download