PyTorch implicit-PDF
This repository contains a minimal PyTorch implementation of the implicit-PDF (IPDF) model described in "Implicit-PDF: Non-Parametric Representation of Probability Distributions on the Rotation Manifold".
train.py trains an IPDF model using the same hyperparameters described in the paper on the SYMSOL I dataset introduced by the authors.
evaluate.py evaluates the trained model on the SYMSOL I test set using the rotations grid described in the paper.