X-ma's repositories
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners with Latest APIs
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.
deeplearning-models
A collection of various deep learning architectures, models, and tips
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
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"
md-dmri
MATLAB code for Multidimensional Diffusion MRI
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
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