alein-gfanab Goto Github PK
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alein-gfanab's Projects
algebraicmultigrid.jl
Algebraic Multigrid in Julia
climatemachine.jl
Climate Machine: an Earth System Model that automatically learns from data
deep-residual-networks
Deep Residual Learning for Image Recognition
fem-with-python
Materials for introductory Finite Element course
fourier_neural_operator
Use Fourier transform to learn operators in differential equations.
helmholtz.jl
A julia package for defining and solving the Helmholtz equation using finite differences.
hssmatrices.jl
A Julia package for hierarchically semiseparable (HSS) matrices.
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.
keras-resnet
Residual networks implementation using Keras-1.0 functional API
mfem
Lightweight, general, scalable C++ library for finite element methods
momentumnet
Drop-in replacement for any ResNet with a significantly reduced memory footprint and better representation capabilities.
multigridmatlab
Easy to understand Matlab code for geometric multigrid. Great for learning multigrid, with plots at every step.
pinns
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
pyamg
Algebraic Multigrid Solvers in Python
pyblrlib
The Implementation of Block Low-Rank Matrices and the Computations in Python3
pymfem
Python wrapper for MFEM
pytorch-cifar100
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
revnet-public
Code for "The Reversible Residual Network: Backpropagation Without Storing Activations"
scikit-fem
Simple finite element assemblers
scimlbook
Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)
strumpack
Structured Matrix Package (LBNL)
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