nkmeng

HAW

Wasserstein based Hierarchial Attention Model for Cross-domain Sentiment Classification

CS291K

🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models

ABSA-PyTorch

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

ARGUS-Chatbot

The ARGUS chatbot is a chatterbot that judges the emotional state of the user after a conversation

attention

some attention implements

bert

TensorFlow code and pre-trained models for BERT

bi-att-flow

Bidirectional Attention Flow

CapsNet-Tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

Capsule

A Capsule Implement with Pure Keras

Chinese-Word-Vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

DANN

pytorch implementation of Domain-Adversarial Training of Neural Networks

deeplearning-models

A collection of various deep learning architectures, models, and tips

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

finetune_classification

使用 TensorFlow 进行 finetuning 的通用分类模型

LSTM_tf

从tensorflow实战一书学到，用tensorflow实现简单的LSTM

NCRFpp

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

nkmeng.github.io

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

Show Me the Code Python version.

Python-1

All Algorithms implemented in Python

rnn-text-classification-tf

Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification

sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

Tensorflow-Cookbook

Simple Tensorflow Cookbook for easy-to-use

tf-dann

Domain-Adversarial Neural Network in Tensorflow

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

tutorials

机器学习相关教程

WDGRL

wide_deep

Wide and Deep Learning for CTR Prediction in tensorflow

word2vec

Automatically exported from code.google.com/p/word2vec

Word2vec_tf

从tensorflow实战一书学习到