Junshuai-Song

CommunityDetectionCodes

some overlapping community detection algorithms. Major contents are survey, algorithms' implementations, submodules, graph dataset benchmarks, evaluation metrics, scripts, some visualizations in Presentation folder.

neural-combinatorial-optimization-rl-tensorflow

Adversarial-Learning-for-Neural-Dialogue-Generation-in-Tensorflow

Adversarial-Learning-for-Neural-Dialogue-Generation-in-Tensorflow

sortpool2d

A new kind of pooling layer for faster and sharper convergence

TensorFlow-Pointer-Networks

TensorFlow implementation of Pointer Networks

Deep-Reinforced-Abstractive-Summarization

Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization"(https://arxiv.org/abs/1705.04304)

Pointer-Networks

An implementation of "Pointer Networks" in Tensorflow

matching-networks

Matching Networks for one-shot learning in tensorflow (NIPS'16)

Neural-Dialogue-Generation

rl_tsp

reinforcement learning for tsp by pointer network

DeepLearning

包括但不限于：DNN、AutoEncoder、CNN、RNN等

actor-critic-public

The source code for "An Actor Critic Algorithm for Structured Prediction"

Model-Alan

对机器学习、概率图模型、主题模型领域一些模型进行实现，主要涉及一些近年高水平会议论文中提到的算法。

Graph-Embedding

对Graph上顶点、边进行特征提取相关工作学习

TensorFlow-Examples

TensorFlow Tutorial and Examples for beginners

LightRNN-NIPS2016-Tensorflow_code

The tensorflow implementation of NIPS2016 paper "LightRNN: Memory and Computation-Efficient Recurrent Neural Networks" (https://arxiv.org/abs/1610.09893)

GANs

pointer-network-tensorflow

TensorFlow implementation of "Pointer Networks"

ML

Sum up some frequently used machine learning algorithms and data analysis methods using Python language.

GraphH

GraphH is a high availability and scalable graph algorithm framework based on the relational database. It use the vertex centered model that is similar to Giraph.