EdwardZhangX's repositories
RoseTTAFold
This package contains deep learning models and related scripts for RoseTTAFold
active_pflows
Public repository for Boffi & Vanden-Eijnden, PNAS (2024).
andi_datasets
ANDI provides the necessary functions to generate, save, load and manipulate datasets of diffusion anomalous trajectories. It is part of the Anomalous Diffusion (ANDI) Challenge.
bayeSDE
Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"
colab-connect
Connect to Google Colab VM from your local VSCode
cresp
Code for 'On Contrastive Representations of Stochastic Processes' https://arxiv.org/abs/2106.10052
deepmd-kit
A deep learning package for many-body potential energy representation and molecular dynamics
DSARF
DSARF: Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting (AAAI2021)
EdgeBased
A software tool implementing the viscous rigid body mechanics for multi-cellular modelling, including the models used in the paper "A rigid body framework for multi-cellular modelling" by Brown et al.
faraday
Python code to simulate inviscid Faraday waves with finite elements
heteroscedastic-nn
Code for "Effective Bayesian Heteroscedastic Regression with Deep Neural Networks" (NeurIPS 2023)
hoomd-blue
Molecular dynamics and Monte Carlo soft matter simulation on GPUs.
Large-Time-Series-Model
Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024)
magenta
Magenta: Music and Art Generation with Machine Intelligence
mar
PyTorch implementation of MAR+DiffLoss https://arxiv.org/abs/2406.11838
MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
MID
Official Implementation for CVPR2022 Paper "Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion"
non_neg
Official Code for ICLR 2024 Paper: Non-negative Contrastive Learning
paper-multicomponent-evolution
Code for the paper on the evolution of multicomponent fluids
poisson_disc_sampling
Poisson disc sampling in arbitrary dimensions using Bridson's algorithm
sketches
temp_code