yuyhao

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）

evaluate

A library for easily evaluating machine learning models and datasets.

DeepCTR

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

Chinese-Text-Classification

Chinese-Text-Classification Project including bert-classification, textCNN and so on.

SimCSE-Pytorch-1

中文数据集下SimCSE+ESimCSE的实现

RecLearn

Recommender Learning with Tensorflow2.x

AI-RecommenderSystem

该仓库尝试整理推荐系统领域的一些经典算法模型

milvus

An open-source vector database for scalable similarity search and AI applications.

ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

Bert-Chinese-Text-Classification-Pytorch

使用Bert，ERNIE，进行中文文本分类

pycorrector

pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，Seq2Seq_Attention，BERT，MacBERT，ELECTRA，ERNIE，Transformer等模型实现，开箱即用。

HanLP

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

NLP-Series-sentence-embeddings

NLP句子编码、句子embedding、语义相似度：BERT_avg、BERT_whitening、SBERT、SmiCSE

pytorch_learn

text_classifier

my_note

my_nlp

chinese_spelling_correction

中文文本纠错模型，keras实现

scala_learn

BERT-NER-Pytorch

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

python_util

Bert-BiLSTM-CRF-pytorch

bert-bilstm-crf implemented in pytorch for named entity recognition.

R_learn

java_learn

SoftMaskedBert-PyTorch

🙈 An unofficial implementation of SoftMaskedBert based on huggingface/transformers.

CLUENER2020

A PyTorch implementation of a BiLSTM\BERT\Roberta(+CRF) model for Named Entity Recognition.

R-tool

albert_zh

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

javalearn

learn1