Matthew French's Projects
CardIO is a library for data science research of heart signals
This repository contains a Python implementation of the paper "Discrete Differential-Geometry Operators for Triangulated 2-Manifolds" by Meyer et. al. VisMath 2002
FEniCS code for inverse FEM hyper-elasticity
A geometry library written in Python
Curvature assignment for Geometry Processing course
Grid-based approximation of partial differential equations in Julia
Desktop implementation of Remote Photoplethysmography – Measuring heart rate using facial video.
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
A differentiable cosmology library in JAX
Implementation of "Large Steps in Inverse Rendering of Geometry"
The most accessible way of tinkering with a GPT - one hackable script
tracking medical datasets, with a focus on medical imaging
Python module for reading exnode and exelem files used by cmgui
Neural networks toolbox focused on medical image analysis
Some teaching material and other educational resources
Generalizing Spatial Transformers to Projective Geometry with Applications to 2D/3D Registration
[ICCV 2019] Recursive Cascaded Networks for Unsupervised Medical Image Registration
StyleGAN2 for practice
Scaling-and-squaring and Geodesic Shooting layers in PyTorch
A collection of papers about Transformer in the field of medical image analysis.
TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)
This codebase demonstrates how to synthesize realistic 3D character animations given an arbitrary speech signal and a static character mesh.
XLNet: Generalized Autoregressive Pretraining for Language Understanding