scaomath
An amateur computational mathematician working on scientific computing and machine learning. Andromeda (the galaxy, my avatar) is a cat living with our family.
UMKCOverland Park
Pinned Repositories
copilot-funny-demos
Writing a fake paper? Chat about math? GitHub copilot can do lots of things...
eit-transformer
[ICLR 2023] Interplay between the Attention and Electrical Impedance Tomography
fourier_neural_operator
Use Fourier transform to learn operators in differential equations.
galerkin-transformer
[NeurIPS 2021] Galerkin Transformer: a linear attention without softmax for Partial Differential Equations
kaggle-jane-street
Machine learning models to predict realtime financial market data provided by Jane Street
python-ifem
A Python finite element lib based on the popular MATLAB package iFEM
torch-afem
TorchFEM: Another Finite Element Package...in PyTorch
torch-cfd
Neural Operator-Assisted Computational Fluid Dynamics in PyTorch
UCI-Math10
This is the repository for Math 10 Intro to Programming for DataSci at UCI.
wustl-math450
Optimization Methods in Machine Learning at WUSTL, mainly a PyTorch 101
scaomath's Repositories
scaomath/galerkin-transformer
[NeurIPS 2021] Galerkin Transformer: a linear attention without softmax for Partial Differential Equations
scaomath/kaggle-jane-street
Machine learning models to predict realtime financial market data provided by Jane Street
scaomath/UCI-Math10
This is the repository for Math 10 Intro to Programming for DataSci at UCI.
scaomath/eit-transformer
[ICLR 2023] Interplay between the Attention and Electrical Impedance Tomography
scaomath/torch-cfd
Neural Operator-Assisted Computational Fluid Dynamics in PyTorch
scaomath/copilot-funny-demos
Writing a fake paper? Chat about math? GitHub copilot can do lots of things...
scaomath/torch-afem
TorchFEM: Another Finite Element Package...in PyTorch
scaomath/fourier_neural_operator
Use Fourier transform to learn operators in differential equations.
scaomath/python-ifem
A Python finite element lib based on the popular MATLAB package iFEM
scaomath/wustl-math450
Optimization Methods in Machine Learning at WUSTL, mainly a PyTorch 101
scaomath/openvaccine-covid-19
Stanford OpenVaccine competition: COVID-19 mRNA Vaccine Degradation Prediction
scaomath/wustl-math449
Math 449 Numerical Applied Mathematics
scaomath/canvas-utils
Canvas LMS utilities
scaomath/FluidNet
Accelerating Eulerian Fluid Simulation With Convolutional Networks
scaomath/torchinfo
View model summaries in PyTorch!
scaomath/AFNO-transformer
Adaptive FNO transformer - official Pytorch implementation
scaomath/fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
scaomath/fast-transformers
Pytorch library for fast transformer implementations
scaomath/fealpy
Finite Element Analysis Library in Python
scaomath/h-transformer-1d
Implementation of H-Transformer-1D, Hierarchical Attention for Sequence Learning
scaomath/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.
scaomath/jax-cfd
Computational Fluid Dynamics in JAX
scaomath/kaggle-riiid-test
Playground for Kaggle competition Riiid! Answer Correctness Prediction
scaomath/minimal-mistakes
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
scaomath/numerical-linear-algebra-benchmark
A collection of various benchmarks of numerical linear algebra in Python (Numpy, PyTorch, JAX, etc)
scaomath/pygalmesh
A Python frontend to CGAL's mesh generators.
scaomath/python-patterns
A collection of design patterns/idioms in Python
scaomath/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
scaomath/washu-math-circle
Washington University in St. Louis Math Circle
scaomath/yann
Yet Another Neural Network Library 🤔