junailin

CapsNet-Keras-Text-Classification

awesome-deeplearning-resources

Deep Learning and deep reinforcement learning research papers and some codes

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

BiBloSA

Bi-Directional Block Self-Attention

capsule_text_classification

decaNLP

The Natural Language Decathlon: A Multitask Challenge for NLP

Detectron

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

DiSAN

Code of Directional Self-Attention Network (DiSAN)

entity_recoginition_deep_learning

fastai

The fast.ai deep learning library, lessons, and tutorials

finetune-transformer-lm

Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

flair

A very simple framework for state-of-the-art NLP

Interview-Notebook

:calendar: 准备秋招学习笔记

mode_zoo

NCRFpp

NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (ACL 2018 demo paper)

NER

基于tensorflow深度学习的中文的命名实体识别

New-Word-Discovery

新词发现 基于词频、凝聚系数和左右邻接信息熵

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.

OpenNMT-tf

Neural machine translation and sequence learning using TensorFlow

stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

SWEM

The Tensorflow code for this ACL 2018 paper: "Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms"

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

text-CapsNet

Raw TF implementation of capsule networks on basic text datasets

text_classification

all kinds of text classificaiton models and more with deep learning

torch_light

Deep-learning by using Pytorch. Basic nns like Logistic, CNN, RNN, LSTM and some examples are implemented by complex model.

transformer

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

VDCNN

Tensorflow and Keras Implementation of Very Deep Convolutional Neural Network for Text Classification

wiki2bio

Code for AAAI2018 paper "Table-to-text Generation by Structure-aware Seq2seq Learning"