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airtoolsii

The AIR Tools II toolbox for MATLAB accompanies the publication "AIR Tools II: algebraic iterative reconstruction methods, improved implementation", Hansen, P. C. & Jørgensen, J. S. Numer Algor (2017).

artificial-intelligence

Repository for some artificial intelligence contents including low-level search algorithm, Markov Decision Process, Reinforcement Learning, Hidden Markov Model, Bayes Nets, and basic stuff of machine learning

bi-jros

The code for Bi-JROS.

bme570-project

brain-segmentation-pytorch

U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI

cse543t-project

This repo is used for documenting all the files of the final project of cse543t at WashU

dlk

dppy

Python toolbox for sampling Determinantal Point Processes

ese586-project

Paper lists

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

few-shot-segmentation

ganomaly

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

highdimensional-decision-boundary-plot

Estimating and plotting the decision boundary (decision surface) of machine learning classifiers in higher dimensions (scikit-learn compatible)

hybridgnet

latex-resources

Collection of LaTeX resources and examples.

modified-3d-unet-pytorch

This repository implements pytorch version of the modifed 3D U-Net from Fabian Isensee et al. participating in BraTS2017

noise2noise

Noise2Noise: Learning Image Restoration without Clean Data - Official TensorFlow implementation of the ICML 2018 paper

noise2noise-pytorch

PyTorch Implementation of Noise2Noise (Lehtinen et al., 2018)

normxcorr2-python

Python 3.5 implementation of Matlab's normxcorr2 using scipy's fftconvolve and numpy.

peijiechiu.github.io

Build a Jekyll blog in minutes, without touching the command line.

plotneuralnet

Latex code for making neural networks diagrams

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-msssim

Fast and differentiable MS-SSIM and SSIM for pytorch.

pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

pytorch-wgan

Pytorch implementation of DCGAN, WGAN-CP, WGAN-GP

pytorch_convlstm

convolutional lstm implementation in pytorch

qc-resunet

This the repo for the MICCAI paper

rexnet

Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models

scmil

This repo is for the paper titled "SC-MIL"