xiuxiulu

BinarySearchLSTM

Code for the experiment using reinforcement learning and LSTM networks to learn binary search.

chatbot-retrieval

Dual LSTM Encoder for Dialog Response Generation

dl_tutorials

Deep learning tutorials (2nd ed.)

dmn-tensorflow

Dynamic Memory Networks (https://arxiv.org/abs/1603.01417) in Tensorflow

Dynamic-memory-networks-in-Theano

Implementation of Dynamic memory networks by Kumar et al. http://arxiv.org/abs/1506.07285

Improved-Dynamic-Memory-Networks-DMN-plus

Theano Implementation of DMN+ (Improved Dynamic Memory Networks) from the paper by Xiong, Merity, & Socher at MetaMind, http://arxiv.org/abs/1603.01417 (Dynamic Memory Networks for Visual and Textual Question Answering)

learning

Fiddling around with q-learning, sarsa learning, and sarsa-lambda algorithms.

memn2n

End-To-End Memory Network using Tensorflow

mutual-information-for-neural-machine-translation

neural-vqa-tensorflow

Visual Question Answering in Tensorflow.

Neural_Conversation_Models

Tensorflow based Neural Conversation Models

NLP_baseline

containing NLP baseline

opencv

Open Source Computer Vision Library

papers-I-read

pyprobml

Python code for "Machine learning: a probabilistic perspective"

Q-Learning-SARSA-Policy-and-Value-Iteration

Implementation of basic reinforcement learning algorithms (Q-learning, SARSA, Policy iteration and Value Iteration) on benchmark RL MDPs (GridWorld, SmallWorld and CliffWorld)

qa-memnn

Question Answering Using Memory Networks (CS224D Project)

RNNLG

RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

summerschool2016

Montréal Deep Learning Summer School 2016 material

TC-Bot

User Simulation for Task-Completion Dialogues

tensorflow

Computation using data flow graphs for scalable machine learning

Tensorflow-tutorial

Tensorflow tutorial of building different dynamic recurrent neural network

TensorFlow-Tutorials

Simple tutorials using Google's TensorFlow Framework

tensorflow-zh

谷歌全新开源人工智能系统TensorFlow官方文档中文版

tensorlayer

TensorLayer: Deep learning and Reinforcement learning library for TensorFlow.

tesseract

Tesseract Open Source OCR Engine (main repository)

text_pdf

theano-rnn

Demonstration of recurrent neural network implemented with Theano

Trainable_Segmentation

Fiji library to perform image segmentation based on the Weka learning schemes

YODA

YODA is an open-source framework for rapid prototyping of dialog systems. It is hosted on bitbucket: YODA under the GPL3 license. A tutorial is available here to walk a developer through the basics of building a dialog system on top of YODA. David Cohen (david.cohen@sv.cmu.edu) is the primary author and maintainer of YODA.