joshualin24

NCSA_pytorch_tutorial

EEG_demo

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Lens_Finder

AlphaZero_Connect4

PyTorch implementation of AlphaZero Connect from scratch (with results)

NSF

Neural networks based dark matter Substructures Finder

SelfSupervisedLearning_PyTorch

PyTorch Implementation of Self-Supervised Learning models

VAE-CVAE-MNIST

Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch

VectorizedNets

Code for 'Credit Assignment Through Broadcasting a Global Error Vector' in NeurIPS 2021

ViT-pytorch-1

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

ANARCI

Antibody Numbering and Antigen Receptor ClassIfication

ast596_2020_Spring

Course materials for Fundamentals of Data Science

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

eht-imaging

Imaging, analysis, and simulation software for radio interferometry

fourier_neural_operator

Use Fourier transform to learn operators in differential equations.

gansformer

Generative Adversarial Transformers

glow

Implementation of Glow in PyTorch

hamiltonian-nn

Code for our paper "Hamiltonian Neural Networks"

lagrangian_nns

Lagrangian Neural Networks

lambo

Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)

lenstronomy_extensions

Extension modules to the lenstronomy software package

mining-for-substructure-lens

Inference of substructure properties in strong lensing systems with machine learning.

Navier-Stokes-Numerical-Solution-Using-FDM-FVM-Python-Scripting

Python script for Linear, Non-Linear Convection, Burger’s & Poisson Equation in 1D & 2D, 1D Diffusion Equation using Standard Wall Function, 2D Heat Conduction Convection equation with Dirichlet & Neumann BC, full Navier-Stokes Equation coupled with Poisson equation for Cavity and Channel flow in 2D using Finite Difference Method & Finite Volume Method.

PDE-VAE-pytorch

Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning

pggan-pytorch

:fire::fire: PyTorch implementation of "Progressive growing of GANs (PGGAN)" :fire::fire:

PlotNeuralNet

Latex code for making neural networks diagrams

Pytorch-Transfomer

My implementation of the transformer architecture from the Attention is All you need paper applied to time series.

recurrent-visual-attention

A PyTorch Implementation of "Recurrent Models of Visual Attention"

understandingbdl