Shuhao Cao's repositories
galerkin-transformer
[NeurIPS 2021] Galerkin Transformer: a linear attention without softmax for Partial Differential Equations
UCI-Math10
This is the repository for Math 10 Intro to Programming for DataSci at UCI.
kaggle-jane-street
Machine learning models to predict realtime financial market data provided by Jane Street
eit-transformer
[ICLR 2023] Interplay between the Attention and Electrical Impedance Tomography
copilot-funny-demos
Writing a fake paper? Chat about math? GitHub copilot can do lots of things...
torch-afem
TorchFEM: Another Finite Element Package...in PyTorch
python-ifem
A Python finite element lib based on the popular MATLAB package iFEM
wustl-math450
Optimization Methods in Machine Learning at WUSTL, mainly a PyTorch 101
fourier_neural_operator
Use Fourier transform to learn operators in differential equations.
openvaccine-covid-19
Stanford OpenVaccine competition: COVID-19 mRNA Vaccine Degradation Prediction
canvas-utils
Canvas LMS utilities
wustl-math449
Math 449 Numerical Applied Mathematics
AFNO-transformer
Adaptive FNO transformer - official Pytorch implementation
fast-transformers
Pytorch library for fast transformer implementations
h-transformer-1d
Implementation of H-Transformer-1D, Hierarchical Attention for Sequence Learning
ifem
iFEM is a MATLAB software package containing robust, efficient, and easy-following codes for the main building blocks of adaptive finite element methods on unstructured simplicial grids in both two and three dimensions.
jax-cfd
Computational Fluid Dynamics in JAX
kaggle-riiid-test
Playground for Kaggle competition Riiid! Answer Correctness Prediction
minimal-mistakes
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
numerical-linear-algebra-benchmark
A collection of various benchmarks of numerical linear algebra in Python (Numpy, PyTorch, JAX, etc)
python-patterns
A collection of design patterns/idioms in Python
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
washu-math-circle
Washington University in St. Louis Math Circle