Sifan Wang's repositories
2D-Turbulence-Python
Simple OOP Python Code to run some Pseudo-Spectral 2D Simulations of Turbulence
uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022
vanilla-transformer-jax
JAX/Flax implimentation of 'Attention Is All You Need' by Vaswani et al. (https://arxiv.org/abs/1706.03762)
fourier_neural_operator
Use Fourier transform to learn operators in differential equations.
google-research
Google Research
ckconv
Code repository of the paper "CKConv: Continuous Kernel Convolution For Sequential Data" published at ICLR 2022. https://arxiv.org/abs/2102.02611
flax
Flax is a neural network library for JAX that is designed for flexibility.
flaxmodels
Pretrained models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet, etc.
jax-cfd
Computational Fluid Dynamics in JAX
modulus
A PyTorch based deep-learning toolkit for developing DL models for physical systems
modulus-launch
Repo of optimized training recipes for accelerating PyTorch workflows of AI driven surrogates for physical systems
Physics-Informed-Deep-Learning-Solid-and-Fluid-Mechanics
Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube problems and plane stress linear elasticity boundary value problems
Pointnet_Pointnet2_pytorch
PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
riemann_book
An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks.
Wandb-Status-Report-Template
A template project for a W&B Status and Analysis Report in the Autonomous Vehicle Domain