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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)

insuranceqa-cnn

tensorflow and theano cnn code for insurance QA(question Answer matching)

k-nrm

K-NRM: End-to-End Neural Ad-hoc Ranking with Kernel Pooling

kernel-based-neural-ranking-models

knrm

langueone

练习题︱基于今日头条开源数据的文本挖掘

lstm-crf-models

LSTM-CRF models for sequence labeling in text.

machinelearning

This project contain some machine learning algrithm demo.Maybe the code is also useful to you.

machinelearning-1

memn2n

End-To-End Memory Networks in Theano

memn2n-babi-python

End-To-End Memory Networks for bAbI question-answering tasks

memnn

Theano implementation of Memory Networks

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

mxnet_mtcnn_face_detection

MTCNN face detection

namas

Neural Attention Model for Abstractive Summarization

nea

Neural Essay Assessor: An Automated Essay Scoring System Based on Deep Neural Networks

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

neural-style

Torch implementation of neural style algorithm

nlp_base

自然语言基本模型

nlp_course

YSDA course in Natural Language Processing

nmt.hybrid

State-of-the-art Neural Machine Translation Codebase including Hybrid Word-character Models

nn4nlp-code

Code Samples from Neural Networks for NLP

order-embedding

Implementation of caption-image retrieval from the paper "Order-Embeddings of Images and Language"

paraphraseautoencoder-octave

Minor changes to Richard Socher's Recursive Autoenocder code to work with GNU Octave. (http://www.socher.org/index.php/Main/DynamicPoolingAndUnfoldingRecursiveAutoencodersForParaphraseDetection)

python

All Algorithms implemented in Python

rcnn

R-CNN: Regions with Convolutional Neural Network Features

recursiveneuraltensornetwork

A deep learning recursive neural tensor network for sentiment analysis

rnnlm

Recurrent Neural Network language modeling toolkit

seq2seq-chatbot

A theano implementation of the neural conversational model

showandtell