ml-property-predict-scd

Installation
SKILL.md

ml-property-predict-scd

Goal

Use SelfConditionedDenoisingAtoms for four related workflows:

  • apply a frozen SCD checkpoint as a live atomistic encoder
  • train a lightweight head on top of a frozen SCD backbone
  • fine-tune an entire pretrained SCD checkpoint on a new property task
  • pretrain a new SCD model or add a new dataset adapter

First Checks

Installs
5
GitHub Stars
172
First Seen
Jun 19, 2026