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algorithms

general data structures and algorithms

coco-api-lua

this adds some function to original coco-api-lua in https://github.com/pdollar/coco

cross-modal-retrieval-system

This is a cross-modal retrieval system implemented in Torch7

deep-compression-for-neural-networks

Deep Compression: Compressing Deep Neural Networks With Pruning, Trained Quantization And Huffman Coding

densecap

Dense image captioning in Torch

dp

A deep learning library for streamlining research and development using the Torch7 distribution.

fa15-cs161

projects for cs161(Computer Security) in UC Berkeley Fall 2015

fb.resnet.torch

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

image-retrieval-system

Image Retrieval implemented in Lua

java-course-projects

projects for Java course in SCAU 2014

neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

optimization-methods-for-machine-learning

SGD, Adam, SVRG, Newton, Adagrad and BFGS on L1 loss, L2 loss, Logistic Loss and Hinge Loss

rpg-game-onion-find-friend

Project for Data Structure in SCAU.

seq2seq-show-att-tell

Sequenced Show, Attend, and Tell: Natural Language from Natural Images

shopping-bot-for-ecommerce-stores

A real-time online price comparison software tool that automatically searches the products of many different online stores to locate the most affordable rates for customers. Please give a star if you like it~ :p

show_and_tell

reproduces http://arxiv.org/abs/1411.4555

show_and_tell.tensorflow

showandtell

torch7

http://torch.ch

xinyaoliu.github.io

personal webpage: xinyaoliu.github.io