xifengguo Goto Github PK

anomalydetectiontransformations

A simple and effective method for single-class classification of images

aspc-da

capsnet-fashion-mnist

Capsule Network on Fashion MNIST dataset

capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

capsnet-pytorch

Pytorch implementation for NIPS2017 paper `Dynamic Routing Between Capsules`

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

compare_gan

Compare GAN code.

data-and-models

Some data or models files

dcec

dec-da

Deep Embedded Clustering with Data Augmentation (DEC-DA). Performance on MNIST (acc=0.985, nmi=0.960).

dec-keras

Keras implementation for Deep Embedding Clustering (DEC)

deepcluster

Deep Clustering for Unsupervised Learning of Visual Features

dsc-net

A Pytorch implementation of DSC-Net (Deep subspace clustering networks, NIPS17)

efficient_densenet_pytorch

A memory-efficient implementation of DenseNets

featurelearningrotnet

finch-clustering

Source Code for FINCH Clustering Algorithm

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

idec

idec-toy

infogan

Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"

infogan-pytorch

PyTorch Implementation of InfoGAN

jule-torch

Project for our CVPR2016 paper "Joint Unsupervised Learning of Deep Representations and Image Clusters"

pica

Official Pytorch Implementation for CVPR'20 paper: Deep Semantic Clustering by Partition Confidence Maximisation

python

All Algorithms implemented in Python

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

softkmeans

Implementation of Deep Soft-K means

walking-to-sp

The walking algorithm for fingerprint singular points detection introduced in "Zhu E, Guo X, Yin J. Walking to singular points of fingerprints[J]. Pattern Recognition, 2016, 56:116-128."

xifengguo.github.io