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python_toys's Introduction

Python_toys

These are some simple project write in Python

RegexNFA

Implement basic regex match by NFA(You can also see a simpleJava version)

pytorch_sentiment_analysis

pytorch学习与实践

pytorch_seq2seq

pytorch学习与实践

This is a simple demonstration of applying Markov networks to the problem of image denoising.【搬运】 用概率图模型(马尔科夫网络)进行图像去噪,机器之心译文

word2vec

本程序使用Python3.6和Numpy实现了基于Negative Sampling的Skip-gram词向量模型,并且集成了Subsampling技术,同时还包括对低频词的裁剪工作;最后利用余弦相似,求得与输入词汇最相似的10个词汇,来检验词向量模型训练的效果。

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