mpk001 Goto Github PK
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mpk001's Projects
doc2vec_java
A Java implementation of doc2vec in ICML'14
doc_word2vec
使用Gensim库训练Word2vec和Doc2vec模型
doc_word2vectest
这是Word2vec和Doc2vec的一个应用示例：用Word2vec计算词的相似度和用doc2vec计算句子的相似度。
hierarchical_cluster
Java版的层次聚类实例
keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.
keras-cn
Chinese keras documents with more examples, explanations and tips.
mnist_mlp
TensorFlow实现的MNIST手写体识别代码
pictureplatform
rake-keywordsextraction
使用RAKE提取关键词
sentencepairmatch_doc2vec-word2vec
基于Doc2vec和Word2vec的句子对匹配方法
sentencepairmatch_machinelearning
用机器学习算法实现了一种有监督的句子对匹配方法，使用的机器学习分类算法有：逻辑回归（LR）、SVM、GBDT和随机森林（RandomForest），使用的工具是Sklearn。
sentencesim
中文短文句相似读
sentiment_analysis
使用深度学习方法对IMDB电影评价做情感分析，使用的方法分别为：MLP、BiRNN、BiGRU+Attention Model
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