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Matlab Advanced Data Structure

Reference:

http://blog.sina.com.cn/s/blog_4cf8aad30102wcu3.html

 

第一代的 matlab user （包含我）主要驚艷於 matrix (or vector, array) data type.  可以很方便做 matrix and vector operations. 特別是 element-wise operation (e.g. .* .^) 獨樹一幟，非常有用。但之後缺乏亮點，雖然也有 OOP matlab, 比起 python, caffe, tensorflow,  並沒有引起太大的注意 (at least for me).

隨著 machine learning and deep learning 變成主流應用。Matlab 終於找到新的舞台。除了提供相關的 toolbox, app, xxxLearner (e.g. ClassificationLearner),  visualization tools 之外。也更新了 data structure and load function.  本文討論 Matlab advanced data structure.  

 

Table

Matlab 2013b 引入新的 data structure 叫做 table.  Table 類似 statistics toolbox 的 dataset.  Table 的目的就是取代 dataset.   Table 用於各類數據，比起 array 更廣泛。