UnicornH's starred repositories
awesome-ebm
Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)
diffusion-point-cloud
:thought_balloon: Diffusion Probabilistic Models for 3D Point Cloud Generation (CVPR 2021)
energy-based-scene-graph
Code release for Energy-Based Learning for Scene Graph Genertaion
GNNs-in-Network-Neuroscience
A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.
bids-specification
Brain Imaging Data Structure (BIDS) Specification
DEGNN_node_classification
[DLG-AAAI'21] Revisiting Graph Neural Networks and Distance Encoding from a Practical View.
distance-encoding
Distance Encoding for GNN Design
se3-transformer-pytorch
Implementation of SE3-Transformers for Equivariant Self-Attention, in Pytorch. This specific repository is geared towards integration with eventual Alphafold2 replication.
adjacent-attention-network
Graph neural network message passing reframed as a Transformer with local attention
awesome-point-cloud-analysis-2020
A list of papers and datasets about point cloud analysis (processing) since 2017. Update every day!
deep-implicit-attention
Implementation of deep implicit attention in PyTorch
PrettyErrors
Prettify Python exception output to make it legible.
Awesome-Energy-Based-Models
learning material on energy based models
protein-ebm
Energy-based models for atomic-resolution protein conformations
energy_based_generative_models
PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models
PaddleHelix
Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集
graph-transformer-pytorch
Implementation of Graph Transformer in Pytorch, for potential use in replicating Alphafold2