Dominic Jack

template_ffd. Code for paper "Learning Free-Form Deformations for 3D Object Reconstruction"

shapenet. Python loading/manipulation functions for ShapeNet object dataset.

human_pose_util. Utility files for human pose estimation in python

adversarially_parameterized_optimization. GAN-based 3D human pose estimation model for 3DV'17 paper

ifp-sample. Cython iterative farthest point sampling implementation

grax. Graph Networks with Jax

numba-neighbors. Numba implementation of scikit-learn neighbors

jju. Jack's Jax Utilities

tf_nearest_neighbour. Efficient tensorflow nearest neighbour op

keras-rwkv. RWKV language model for keras

sdf_renderer. Tensorflow implementation of signed distance function construction and rendering

run_length_encoding. run length encoding functions for numpy/tensorflow

events-tfds. tensorflow_datasets implementations for events datasets

lambertw. Tensorflow implementation of Lambert W function

tf_marching_cubes. Basic tensorflow implementation of marching cubes

dids. Dictionary Interface to DataSets for python

seven_scenes. Python loading functions for Seven Scenes RGBD dataset

tfbm. Tensorflow Benchmark Command Line Utilities

rangle. A tensorflow model for regressing angles from images

sccd. Sparse Convolutions on Continuous Domains - TF2 implementation

ige. Code for `Inverse Graphics Energy Networks` paper CVPR19

pointnet_ops. Repackaging of pointnet2 custom tensorflow ops

mnist_estimator. Example usage of tensorflow BaseEstimator class

util3d. Python utility library for 3d object manipulation and data conversion

FVMPor. Finite volume method for simulating fluid flow and associated processes in porous media

modern-portfolio-theory-cgt. A Modern Portfolio Theory Analysis of Australia's Capital Gains Tax Discount

keras-retnet. Keras implementation of retention networks (LLM)

ppr-gnn-sdm23. Meta-repository for SDM23 paper "It's PageRank All the Way Down: Simplifying Deep Graph Networks""

ppr-gnn-tf. Personalized PageRank Graph Neural Network Tensorflow Implementation

simple-fast-attention. Experiments with simplified fast causal attention

deqx. Deep Equilibrium Models in jax

spax. SparseArray classes and algorithms for Jax

ecn. Event Convolutional Networks in TF 2

ffd-tf2. template deformation network using tensorflow 2.0 and keras

tf_mesh. tensorflow mesh manipulation implementations

crfrnn. Tensorflow implementation of CrfRnn layer

modelnet. Python loading/manipulation functions for modelnet datasets

tf_estimator_basic. Basic example usage of a custom tensorflow Estimator

tf_toolbox. Some utilities for testing/profiling tensorflow models

crohme. Data preprocessing for CROHME math handwriting dataset

transformations_tf. Tensorflow implementation of 3d geometric transformations