pengxuwei Goto Github PK

arctic-captions

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

caffe

Caffe: a fast open framework for deep learning.

codes

total

disclda

discriminative LDA

dsn

Deeply-supervised Nets

eyescream

natural image generation using ConvNets

fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

generative-models

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

gensim

Topic Modelling for Humans

jdageem

JDageem: package for grammar induction

jigsaw

Regularized latent variable mixed membership modeling

knn-cuda

Fast k nearest neighbor search using GPU

labelmetoolbox

MATLAB Toolbox for the LabelMe Image Database

lbldm-demo

Log-Bilinear Document Model

lda

libsvm

libsvmsharp

C# wrapper of LibSVM

lift

Code release for the ECCV 2016 paper

lsun_toolkit

LSUN Scene Classification Documentation and Demo Code

models

Models built with TensorFlow

mxnet

Efficient and Flexible Distributed Deep Learning Framework, for python, R, Julia and more

object-detection.torch

palmetto

Palmetto is a quality measuring tool for topics

paper_revision_github

pengxuwei.github.io

pg_bow_demo

Image Classification using Bag of Words and Spatial Pyramid BoW

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 ;)

psl

The PSL software from the University of Maryland.

publications

The pdf and LaTeX for each paper (and sometimes the code and data used to generate the figures).