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songyer's Projects

ailearning icon ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

algorithm_interview_notes-chinese icon algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

bert-bilstm-crf-ner icon bert-bilstm-crf-ner

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

bi-lstm-crf icon bi-lstm-crf

使用keras实现的基于Bi-LSTM + CRF的中文分词+词性标注

chinesener icon chinesener

中文命名实体识别,实体抽取,tensorflow,pytorch,BiLSTM+CRF

crf icon crf

Simple implementation of Conditional Random Fields (CRF) in Python. A faster, more powerful, Cython implementation is available in the vocrf project https://github.com/timvieira/vocrf

dnn_cws icon dnn_cws

利用深度学习实现中文分词

frrs icon frrs

基于知识图谱的出版物检索和推荐系统

hmm icon hmm

隐马尔科夫模型进行中文分词 python

kg-demo-for-movie icon kg-demo-for-movie

从无到有构建一个电影知识图谱,并基于该KG,开发一个简易的KBQA程序。

ml-nlp icon 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。

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