SuHui

pointer_summarizer

pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"

QANet_dureader

QANet+DuReader中文机器阅读理解

fast_abs_rl

Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

seq2seq-summarizer

Pointer-generator reinforced seq2seq summarization in PyTorch

my_seq2seq

My seq2seq based on tensorflow

steering-response-style-and-topic

pysc2-agents

This is a simple implementation of DeepMind's PySC2 RL agents.

generative-models

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

adversarial_autoencoder

Implementation of Adversarial Autoencoder with Theano

ARAE

Code for the paper "Adversarially Regularized Autoencoders (ICML 2018)" by Zhao, Kim, Zhang, Rush and LeCun

oreilly-rl-tutorial

Contains Jupyter notebooks associated with the "Deep Reinforcement Learning Tutorial" tutorial given at the O'Reilly 2017 NYC AI Conference.

SequentialData-GAN

Tensorflow Implementation of GAN modeling for sequential data

miniflow

Minimal numerical computation library with TensorFlow APIs

char-VAE

Inspired by the neural style algorithm in the computer vision field, we propose a high-level language model with the aim of adapting the linguistic style.

ChatBot

CUDA-Dockerized Implementation of Hybrid (Generative and Retrieval) Based Conversational ChatBot Model in TensorFlow.

TACNTN

Source code of Response Selection with Topic Clues for Retrieval-based Chatbots

multimodal_varinf

Code for paper "Learning Multimodal Transition Dynamics for Model-Based Reinforcement Learning".

gumbel-softmax

categorical variational autoencoder using the Gumbel-Softmax estimator

CycleGAN

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

weibo_terminater

Final Weibo Crawler Scrap Anything From Weibo, comments, weibo contents, followers, anything. The Terminator

is_that_a_duplicate_quora_question

memn2n

End-To-End Memory Network using Tensorflow

MemN2N-tensorflow

"End-To-End Memory Networks" in Tensorflow

reinforce_tutorial

A small collection of code snippets and notes explaining the foundations of the REINFORCE algorithm.

text_pdf

pix2pix

Image-to-image translation with conditional adversarial nets

tensorflow_chatbot

Tensorflow chatbot demo by @Sirajology on Youtube

dynet_tutorial_examples

Tutorial on "Practical Neural Networks for NLP: From Theory to Code" at EMNLP 2016

deeplearning-papernotes

Summaries and notes on Deep Learning research papers