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academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

awesome-implicit-representations

A curated list of resources on implicit neural representations.

cirq

A python framework for creating, editing, and invoking Noisy Intermediate Scale Quantum (NISQ) circuits.

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

das

DAS: A deep adaptive sampling method for solving high-dimensional partial differential equations

deep-galerkin-method

variational principle based deep learning for PDEs

deep-learning-in-production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

densenet.pytorch

A PyTorch implementation of DenseNet.

densityestimation

fenics-demo

gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

haznics-examples

Code for the numerical examples presented in "HAZniCS - Software Components for Multiphysics Problems" by A. Budisa, X. Hu, M. Kuchta, K.-A. Mardal and L. T. Zikatanov (2022).

isonet

Repository for "Deep Isometric Learning for Visual Recognition"

lrslibrary

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

md_ljp

An elementary MD simulation program written in python

mjfadeaway.github.io

Homepage

mongeampereflow

Continuous-time gradient flow for generative modeling and variational inference

pde-backward-solver

pde-surrogate

Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data

pennylane

PennyLane is a cross-platform Python library for quantum machine learning, automatic differentiation, and optimization of hybrid quantum-classical computations

pinn_cavity

Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.

poisson-image-editing

psc_project

Course project for ID5130 Parallel Scientific Computing. Tensor Decomposition

python

All Algorithms implemented in Python

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)

pytorch-template

PyTorch deep learning projects made easy.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

quantum

Hybrid Quantum-Classical Machine Learning in TensorFlow

scientific-computing-paper