Jude's starred repositories
neuraloperator
Learning in infinite dimension with neural operators.
geometry_encoding
code accompanying paper "Geometry Encoding for Numerical Simulations"
denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
classification_models
Classification models trained on ImageNet. Keras.
classification_models_3D
Set of models for classifcation of 3D volumes
volumentations
Library for 3D augmentations
segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
segmentation_models_3D
Set of models for segmentation of 3D volumes
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
rl-examples
Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow
kaggle_template
Template for Kaggle projects
Kaggle_G2Net
G2Net Competition
commonlitreadabilityprize
4th Place solution for the Kaggle CommonLit Readability Prize
icecube-neutrinos-in-deep-ice
8th place solution for the IceCube Neutrinos in Deep Ice competition
Knowledge-spillovers
This github respository contains code that uses patent data to explore the effects of knowledge spillovers over distance.
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
ml-design-patterns
Software Architecture for ML engineers