[Text Mining]Text classification

This post is based on the 732A92 Texting Mining course, given by Marco Kuhlmann at LiU in 2019.

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[Text Mining]Information Retrieval

This post is based on the 732A92 Texting Mining course, given by Marco Kuhlmann at LiU in 2019.

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[Machine Learning]Markov Chain Monte Carlo (MCMC)

MCMC 是什麼?

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[Machine Learning]Covolutional Neural Networks(CNN)(2)

前面介紹了 Convolution operation。

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[Algorithm]基因演算法Genetic Algorithm

基因演算法(Genetic Algorithm)是一種求函數極值的最佳化(函數的最大或最小值)的方法。

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[Python]filter、map、reduce、lambda

  • lambda 可以直接定義一些簡單的 funciton。
  • filter、map和reduce這三個函數有點像 R 裡頭的 apply 家族系列。
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[Machine Learning]Reinforcement Learning

複習

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[Machine Learning]Covolutional Neural Networks(CNN)(1)

這篇為 Coursera 上 Convolutional Neural Networks 這門課第一週的 Computer Vision、Edge Detection Example 和 More Edge Detection 筆記。

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