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Rita's Projects

fp-growth icon fp-growth

A datamining algorithm - FP Growth With C Implementation

glove icon glove

GloVe model for distributed word representation

keras icon keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

mlbook icon mlbook

Example code for the Wiley book "Machine Learning - Hands On for Developers and Technical Professionals"

naivebayesspamfilter icon naivebayesspamfilter

利用朴素贝叶斯算法实现垃圾邮件的过滤,并结合Adaboost改进该算法

neural_complete icon neural_complete

A neural network trained to help writing neural network code using autocomplete

nlp_xiaojiang icon nlp_xiaojiang

自然语言处理(nlp),小姜机器人(闲聊检索式chatbot),BERT句向量-相似度(Sentence Similarity),XLNET句向量-相似度(text xlnet embedding),文本分类(Text classification), 实体提取(ner,bert+bilstm+crf),数据增强(text augment enhance),同义句同义词生成,句子主干提取(mainpart),中文汉语短文本相似度,文本特征工程,keras-http-service调用

nre icon nre

Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT

pytext icon pytext

A natural language modeling framework based on PyTorch

qix icon qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

recurrentshop icon recurrentshop

Framework for building complex recurrent neural networks with Keras

rmn icon rmn

relationship modeling networks (NAACL 2016)

senteval icon senteval

A python tool for evaluating the quality of sentence embeddings.

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