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AI's Projects

deep-siamese-text-similarity icon deep-siamese-text-similarity

Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character embeddings

lda icon lda

线性判别分析,Linear Discriminant Analysis(LDA),二类分类和降维

machine-learning-with-python icon machine-learning-with-python

此项目是我在学习《机器学习实战》这本书时的代码记录情况,用python实现,当然也会包括一些其他的机器学习算法,使用Python实现

machine_learning_basic_algo icon machine_learning_basic_algo

machine_learning的使用python基本算法实现,包括正则化的多项式拟合,em对高斯混合模型的聚类,逻辑回归,pca降维。于2015年秋季学期机器学习课完成。(包含报告)

mlkx icon mlkx

Machine Learning Knowledge Exchange

ocr_recognition icon ocr_recognition

验证码识别,该模型是基于xlvector模型上进行加工,验证码内容包含了大小字母以及数字,采用lstm+warp-ctc+cnn达到不分割字符而识别验证码内容~

resumeparser icon resumeparser

Resume Parser using rule and machine-learning based approach. Developed using framework provided by GATE

textgrocery icon textgrocery

A simple short-text classification tool based on LibLinear

xparser icon xparser

基于纯文本的简历解析器,解析服务,带磁盘扫描存储,文档内容抽取,支持的文件格式有pdf,word,text,html等

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