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atis.keras

Spoken Language Understanding(SLU)/Slot Filling in Keras

babi-tasks

Task generation for testing text understanding and reasoning

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.

capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

comp421

comp421 machine learning go get em

deeppavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

dmn-tensorflow

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

drqa

Reading Wikipedia to Answer Open-Domain Questions

dynamic-coattention-network-plus

Dynamic Coattention Network Plus (DCN+) TensorFlow implementation. Question answering using Deep NLP.

dynamic-memory-networks-in-tensorflow

Dynamic Memory Network implementation in TensorFlow

dynamic-memory-networks-in-theano

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

fgs-obj

Object detection demo: Fine-grained search (FGS) + StructObj

gcn

Implementation of Graph Convolutional Networks in TensorFlow

ggnn.pytorch

A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN)

glove

GloVe model for distributed word representation

glove-python

Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/

glove.py

Python implementation of GloVe word embedding algorithm (Pennington et al., 2014) for educational purposes

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

helloworld

This is the first repository.

hmm-speech-recognition

Automatically exported from code.google.com/p/hmm-speech-recognition

insuranceqa

A question answering corpus in insurance domain

machine-learning

Machine Learning algorithms

machinelearning

Machine Learning algorithms

memn2n-babi-python

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

narrativeqa

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

python-sdk

:snake: Client library to use the IBM Watson services in Python and available in pip as watson-developer-cloud

r-net

A Tensorflow Implementation of R-net: Machine reading comprehension with self matching networks

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need