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18sp

antstutorial

Guide to tutorial materials for ANTs/R

ceres-solver

A large scale non-linear optimization library

cudalbfgs

This is a cross-platform, CUDA-based C++ library for general-purpose, unconstrained nonlinear optimization on the GPU. It implements the L-BFGS (“Limited-memory Broyden-Fletcher-Goldfarb-Shanno“) method, a popular Quasi-Newton variant with a low memory footprint.

cvpr16_deblur_study

A Comparative Study for Single Image Blind Deblurring (CVPR 2016)

cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

deblurgan

Image Deblurring using Generative Adversarial Networks

deeplearning-models

A collection of various deep learning architectures, models, and tips

ganhacks

starter from "How to Train a GAN?" at NIPS2016

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

iqt

Image Quality Transfer

lddmm_in_100_lines

learning-from-data

记录Learning from data一书中的习题解答

learning-from-data-solutions

Repository of my solutions to the problems of "Learning from Data"

machine-learning-books

book

mcsd

MATLAB/Octave tool for Monte-Carlo simulations of diffusion in biological tissues

md-dmri

MATLAB code for Multidimensional Diffusion MRI

models

Models and examples built with TensorFlow

multi-atlas-graph-labelling

Multi-Atlas Segmentation as a Graph Labelling Problem

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

sparse-coding

Parallel (asynchronous) sparse coding implementation for obtaining sparse overcomplete word vectors

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

transferlearning-tutorial

《迁移学习简明手册》LaTex源码

unet

unet for image segmentation

unet-family

Paper and implementation of UNet-related model.

voxelmorph

Unsupervised Learning for Image Registration