yifanc96

yifanc96's Stars

• TheAlgorithms/Python

  All Algorithms implemented in Python

  Language:Python195k5.9k1.5k45.8k

• lucidrains/vit-pytorch

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

  Language:Python20.9k1552683.1k

• microsoft/Swin-Transformer

  This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

  Language:Python14k1273142.1k

• purocean/yn

  A highly extensible Markdown editor. Version control, AI Copilot, mind map, documents encryption, code snippet running, integrated terminal, chart embedding, HTML applets, Reveal.js, plug-in, and macro replacement.

  Language:TypeScript5.7k56248881

• cornellius-gp/gpytorch

  A highly efficient implementation of Gaussian Processes in PyTorch

  Language:Python3.6k581.3k562

• dk-liang/Awesome-Visual-Transformer

  Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

  3.4k10241399

• SciML/SciMLBook

  Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)

  Language:HTML1.9k6636336

• pdebench/PDEBench

  PDEBench: An Extensive Benchmark for Scientific Machine Learning

  Language:Python780175890

• google/jax-cfd

  Computational Fluid Dynamics in JAX

  Language:Jupyter Notebook7571430107

• JuliaSIMD/LoopVectorization.jl

  Macro(s) for vectorizing loops.

  Language:Julia7451735868

• higham/what-is

  Important concepts in numerical linear algebra and related areas

  72935361

• willisma/SiT

  Official PyTorch Implementation of "SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers"

  Language:Python69692738

• SHI-Labs/Compact-Transformers

  Escaping the Big Data Paradigm with Compact Transformers, 2021 (Train your Vision Transformers in 30 mins on CIFAR-10 with a single GPU!)

  Language:Python502156879

• jakobnissen/hardware_introduction

  What scientific programmers must know about CPUs and RAM to write fast code.

  Language:Julia43219336

• SciML/FluxNeuralOperators.jl

  DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia

  Language:Julia268124441

• FalkonML/falkon

  Large-scale, multi-GPU capable, kernel solver

  Language:Python18155522

• malbergo/stochastic-interpolants

  Language:Jupyter Notebook1106515

• Zhengyu-Huang/InverseProblems.jl

  Language:Jupyter Notebook925212

• crispitagorico/torchspde

  Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics

  Language:Jupyter Notebook47128

• baatout/multithreading-vs-multiprocessing

  Multithreading VS Multiprocessing in Python.

  Language:Python452020

• flatironinstitute/bayes-kit

  Bayesian inference and posterior analysis for Python

  Language:Python436233

• duvenaud/harlemcmc-shake

  Code to produce demos of Metroplis-Hastings and Hamiltonian Monte Carlo samplers.

  Language:Matlab37706

• PredictiveIntelligenceLab/TRIPODS_Winter_School_2022

  Practicum on Supervised Learning in Function Spaces

  Language:Jupyter Notebook325011

• LCSL/bless

  Fast algorithm for leverage score sampling, low rank (kernel) matrix factorization and PCA

  Language:Python15912

• yifanc96/GaussianProcessPDEs

  An integrated demo: Gaussian processes for PDEs and inverse problems

  Language:Jupyter Notebook13101

• necludov/wqmc

  Language:Python12111

• CliMA/OperatorFlux.jl

  Operator layers for Flux.jl that allow for the construction of Neural Operator models by using Flux's API. Useful for discretization-independent spatio-temporal ML models.

  Language:Julia115121

• julesberman/RSNG

  Sample code for Randomized Sparse Neural Galerkin Schemes for Solving Evolution Equations with Deep Networks

  Language:Jupyter Notebook4100

• yifanc96/ExponentialMsFEM.jl

  Code for Exponentially convergent multiscale finite element methods (ExpMsFEM)

  Language:Julia2100

• PingchuanMa/arxiv-latex-cleaner

  arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv

  Language:Python1100