📚 Freely available programming books

All Algorithms implemented in Python

手写实现李航《统计学习方法》书中全部算法

BertViz: Visualize Attention in Transformer Models

all kinds of text classification models and more with deep learning

Open Source Neural Machine Translation and (Large) Language Models in PyTorch

Python library for processing Chinese text

keras implement of transformers for humans

使用Bert，ERNIE，进行中文文本分类

A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)

基于Pytorch的OCR工具库，支持常用的文字检测和识别算法

An implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。

利用Python实现中文文本关键词抽取，分别采用TF-IDF、TextRank、Word2Vec词聚类三种方法。

Text classifier for Hierarchical Attention Networks for Document Classification

Next RecSys Library

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

Text classification using deep learning models in Pytorch

Topic Modeling in Embedding Spaces

基于Transformers的文本分类

用python和sklearn两种方法实现李航《统计学习方法》中的算法

PyTorch code for softmax variants: center loss, cosface loss, large-margin gaussian mixture, COCOLoss, ring loss

Word Embedding + LSTM + FC

The official implementation of ACL 2019 paper "Topic-Aware Neural Keyphrase Generation for Social Media Language"

sentiment analysis、情感分析、文本分类、基于字典、python、classification

Official implementation of AAAI-21 paper "Label Confusion Learning to Enhance Text Classification Models"

Code for the ACL 19 paper "Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards"