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absa-pytorch

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

absapapers

Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合

asgcn

Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks"

attentiontargetclassifier

implement "Attention Modeling for Targeted Sentiment"

bert-chinese-text-classification-pytorch

使用Bert，ERNIE，进行中文文本分类

chinese_text_cnn

TextCNN Pytorch实现 中文文本分类 情感分析

code-for-aegcn-glove

Code for paper "Targeted Sentiment Classification Based on Attentional Encoding and Graph Convolutional Networks"

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

coursera_ml_exercise

吴恩达机器学习公开课作业中文版本以及Python实现

data-competition-topsolution

Data competition Top Solution 数据竞赛top解决方案开源整理

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

exercise

exercise for nndl

fe4ml-zh

:book: [译] 面向机器学习的特征工程

gatt-for-aspect

gcae

lhy_ml_hw

李宏毅机器学习作业

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

news-text-classification

零基础入门NLP - 新闻文本分类 正式赛第一名方案

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

pssattention

Codes for # ACL2019 paper "Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis", which contains TNet-Att(+AS) and MN(+AS)

pwcn

Code for SIGIR 2019 paper titled "Syntax-Aware Aspect-Level Sentiment Classification with Proximity-Weighted Convolution Network"

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pygat

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

pytorchtext

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

recbole

A unified, comprehensive and efficient recommendation library

rgat-absa

sdgcn

Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification

solutions

《神经网络与深度学习》课后习题答案-分享讨论

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法