yanhedewang,github

animegan

A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

This project uses reinforcement learning on stock market and agent tries to learn trading. The goal is to check if the agent can learn to read tape. The project is dedicated to hero in life great Jesse Livermore.

diracnets

Training Very Deep Neural Networks Without Skip-Connections

face-alignment

:fire: 2D and 3D Face alignment library build using pytorch

finch

machine intelligence models I have coded (mainly tensorflow, sometimes pytorch / mxnet)

forjizhi

work for jizhiclub

functional-zoo

PyTorch and Tensorflow functional model definitions

furniture_stefan

百搭家居是一款基于增强现实(AR)技术的移动应用，并辅以用于宣传和搭配管理的Web客户端。用户通过移动设备将虚拟的3D家居摆放到真实的场景中，感受逼真的视觉效果；轻点移动设备屏幕便可轻松将喜爱的家居用品挪动到指定位置，对三维模型采用手势拖放变换其大小、角度及方位，摆脱传统家居搭配的烦恼。基于地理位置信息的3D物品摆放可使家居用品固定于现实空间，让移动设备可环绕整个房间布置所有的家居用品；云存储技术的引入使得用户可以在线获取家居模型数据；通过数据挖掘技术，对用户群体及个人的行为数据进行采集与分析，并提供商品的智能推荐，还可与他人分享自己的家居设计方案；同时使用自带的比价系统让用户能便捷地购买到价廉物美的家居用品。总之，将增强现实、三维模型、触控操作、数据挖掘、社交网络等技术创新性地结合是百搭家居的主要亮点。百搭家居解决了用户在传统家居摆设搭配以及购买时面对的一些困难和不确定性，为家居用品的展示和交易提供一个全新的服务平台，并提供了更加真实便捷的用户体验。这款结合了行业前卫技术和全新用户体验的移动应用必将拥有广阔的市场前景。

fuzzywuzzy

Fuzzy String Matching in Python

ganotebooks

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

intrinsic

Code for Bell et al, "Intrinsic Images in the Wild", SIGGRAPH 2014.

libiocm

**电信物联网开放平台API（北向）对SDK

machine-learning-curriculum

:computer: Make machines learn so that you don't have to program them; The ultimate list

namas

Neural Attention Model for Abstractive Summarization

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pytorch-pose

A PyTorch toolkit for 2D Human Pose Estimation.

pytorch-sepconv

an implementation of Video Frame Interpolation via Adaptive Separable Convolution using PyTorch

qpth

A fast and differentiable QP solver for PyTorch.

relational-networks

Pytorch implementation of "A simple neural network module for relational reasoning" (Relational Networks)

seq2seq-pytorch

Sequence to Sequence Models with PyTorch

soundnet

SoundNet: Learning Sound Representations from Unlabeled Video. NIPS 2016

ss-gan

Style and Structure GAN (ECCV 2016)

text

Data loaders and abstractions for text and NLP

torchmoji

A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc

transfer_learning_music

Transfer learning for music classification and regression tasks

vatic

Efficiently Scaling Up Video Annotation with Crowdsourced Marketplaces. IJCV 2012

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