Hemeets

Aspect-Based-Sentiment-Analysis

A paper list for aspect based sentiment analysis.

python-cheatsheet

Comprehensive Python Cheatsheet

ltp

Language Technology Platform

parser

:rocket: State-of-the-art parsers for natural language.

LEAM

Hierarchical-Multi-Label-Text-Classification

The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》

albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

classifier-multi-label

多标签文本分类，多标签分类，文本分类, multi-label, classifier, text classification, BERT, seq2seq，attention, multi-label-classification

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hands-on-ml-zh

albert_ner

基于轻量级的albert实现albert+BiLstm+CRF

zh-NER-TF

A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)

NCRFpp

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

tools_for_corpus_of_people_daily

人民日报语料处理工具集 | Tools for Corpus of People's Daily

nlp-public-dataset

Chinese, English NER, English-Chinese machine translation dataset. 中英文实体识别数据集，中英文机器翻译数据集, 中文分词数据集

TreebankPreprocessing

Python scripts preprocessing Penn Treebank and Chinese Treebank

chinese_nlp

中文自然语言处理入门实战课程语料

named_entity_recognition

中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

bert-utils

一行代码使用BERT生成句向量，BERT做文本分类、文本相似度计算

tensorflow-deeplab-resnet

DeepLab-ResNet rebuilt in TensorFlow

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

DeepMatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

text-detection-ctpn

text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network

docs

TensorFlow documentation

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

KnowledgeGraphData

史上最大规模1.4亿中文知识图谱开源下载

jieba

结巴中文分词

keras-bert

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

BERT-BiLSTM-CRF-NER

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

bert

TensorFlow code and pre-trained models for BERT