Modern PyTorch Techniques for VAEs: A Comprehensive Tutorial

This tutorial bridges the gap in existing VAE literature by integrating modern PyTorch functionalities like torch.distributions and dataclasses for more efficient, cleaner code. Aimed at advancing understanding and application of VAEs with the latest PyTorch features.

2024-03-03 · 18 min · 3777 words · Hunter Heidenreich

Kabsch Algorithm: NumPy, PyTorch, TensorFlow, and JAX

The Kabsch algorithm is an algorithm for computing the optimal rigid body transformation for aligning two sets of paired points. This post covers its implementation in NumPy, PyTorch, TensorFlow, and JAX.

2023-10-02 · 14 min · 2836 words · Hunter Heidenreich