Here are three collabs that emphasize some simple concepts in ML.

Roscoff

GPR

1D GP process from the scratch. With no import something GPRoscoff01

Surrogate models for local energy in W and vibrational entropy for point defects in Fe GPRoscoff02

GNN

GCN from the scratch using just JAX (inspired from Prof. Jure Leskovec) GCNRoscoff03