liuxu97531 Goto Github PK

2014-2015

School work for my senior year at Reed College

course

dt-pinn

Accelerating Physics Informed Neural Networks (PINNs) using Meshless Discretizations

elm-pytorch

Extreme Learning Machine implemented in Pytorch

gpflow

liuxu97531.github.io

blog

machine-learning

机器学习原理

machine-learning-notes

周志华《机器学习》手推笔记

net2net

Net2Net implementation on PyTorch for any possible vision layers.

neuraloperator

Learning in infinite dimension with neural operators.

pidmd

MATLAB codes for physics-informed dynamic mode decomposition (piDMD)

pinn-elastodynamics

physics-informed neural network for elastodynamics problem

pinn_comp_mech

PINN program for computational mechanics

pinn_tfi-hss

The code for the paper Temperature field inversion of heat-source systems via physics-informed neural networks

pinnacle

Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.

pinneikonal

pinnpapers

Must-read Papers on Physics-Informed Neural Networks.

pod-nn

Leaning Proper Orthogonal Decomposition coefficients using Deep Neural Networks.

pod-pinn

POD-PINN code and manuscript

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-lightning

The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate

pytorchtutorial

Examplary code for NN, MFNN, DynNet, PINNs and CNN

readme.md-

直观的md格式模板

recfno

This is the implementation of the RecFNO.

sensors-cost-paper

Files used to generate examples in a sensor placement paper

torch-residual-networks

This is a Torch implementation of ["Deep Residual Learning for Image Recognition",Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun](http://arxiv.org/abs/1512.03385) the winners of the 2015 ILSVRC and COCO challenges.

zoopt

A python package of Zeroth-Order Optimization (ZOOpt)