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git_test

gnns-easy-to-use

An PyTorch implementation of graph neural networks (GraphSAGE and GAT) that can be simply imported and used.

graphsage-and-gat-for-link-prediction

GraphSAGE and GAT for link prediction.

introduction-nlp

HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

jtyoui

搜狗词库下载、新词发现算法、常见的工具类、百度应用、翻译、天气预报、汉语纠错、字符串文本数据提取时间解析、百度文库下载、实体抽取等等

kdd-2019-hands-on

DGL tutorial in KDD 2019

lightnlp

基于Pytorch和torchtext的自然语言处理深度学习框架，包含序列标注、文本分类、句子关系、文本生成、结构分析、五大功能模块，已实现了命名实体识别、中文分词、词性标注、语义角色标注、情感分析、关系抽取、语言模型、文本相似度、文本蕴含、依存句法分析、词向量训练、聊天机器人、机器翻译、文本摘要等功能。框架功能丰富，开箱可用，极易上手！基本都是学习他人实现然后自己修改融合到框架中，没有细致调参，且有不少Bug～

lm-mlc

Label Mask for Multi-label Classification

machine-translation

matchzoo

Facilitating the design, comparison and sharing of deep text matching models.

ml-model-flask-deployment

Demo project to show how Machine Learn Models are deployed on production using Flask API

movie_recommender

MovieLens based recommender system.使用MovieLens数据集训练的电影推荐系统。

network-representation-learning

network-representation-learning: DeepWalk, LINE, Node2Vec, GraRep

neural_network_dependency_parsing

Train a feed-forward neural network to predict the transitions of an arc-standard dependency parser using Keras and Tensorflow.

nlp-beginner

NLP上手教程

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp_base

自然语言基础模型

nlp_chinese_corpus

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

nlper-interview

该仓库主要记录 NLP 算法工程师相关的面试题

pics

pinyin-data

汉字拼音数据

plome

Source code for the paper "PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling Correction" in ACL2021

pos-tagger-bert

BERT fine-tuning for POS tagging task (Keras)

pytorch_biaffine_dependency_parsing

Biaffine Dependency Parsing based on PyTorch

shulitongji

BUAAshulitongji_first_homework

target-likelihood-encoding

Generate target statistics

text-classification-small-datasets

Building a text classifier with extremely small datasets

text-dependency-parser

自然语言处理之依存关系分析

textclassification-keras

Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

textgen

textgen, Text Generation models. 文本生成，包括：UDA，Seq2Seq，ERNIE-GEN，BERT，XLNet，GPT-2等模型实现，开箱即用。