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aaai18-code

The code of AAAI18 paper "Learning Structured Representation for Text Classification via Reinforcement Learning".

anago

Bidirectional LSTM-CRF for Sequence Labeling. Easy-to-use and state-of-the-art performance.

arctic-captions

attention

some attention implements

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going).

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

babi-tasks

Task generation for testing text understanding and reasoning

bert

TensorFlow code and pre-trained models for BERT

betboy

Artificial neural networks for predicting results of football(soccer) matches.

bidirectional-lstm-crf-for-clinical-concept-extraction

Bidirectional LSTM-CRF for Clinical Concept Extraction using i2b2-2010 data

bmm_attentional_cnn

A CNN with an attentional module that I built while attending the brains minds and machines summer course

cached-lstm

Code for Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification

capsnet

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

chat_corpus

chat corpus collection from various open sources

cnn-text

cnn-yelp-challenge-2016-sentiment-classification

code for training a word level CNN for sentiment classification on yelp's review dataset 2016.

colossalai

Making big AI models cheaper, easier, and scalable

cwi2016

Complex Word Identification shared task

dailydialogue-parser

Parser for DailyDialogue Dataset

deep-learning-for-nlp-resources

List of resources to get started with Deep Learning for NLP.

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

deeppy

Deep learning in Python

deeprl-grounding

Train an RL agent to execute natural language instructions in a 3D Environment (PyTorch)

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dialog_corpus

用于训练中英文对话系统的语料库 Datasets for Training Chatbot System

disan

Code of Directional Self-Attention Network (DiSAN)