General

• Show the information of a variable. It is very useful when we the code takes so much memory: whos <variable name>.
• Sum of squared of elements: sumsqr(X). Use sum(sum(A.^2, 1)) instead if you want to use less memory.
• Memory optimizations tips and tricks: [Undocumented Matlab]
• Use column-based representation instead of the row-based one. For example, to represent a list of items from 1 to 5, use [1 2 3 4 5] (not [1; 2; 3; 4; 5]). It becomes convient because MATLAB supports foreach-like statement:

for element = list
    % <statements>
end

If list is a matrix, the above statement will assign each column of list to element.

• Construct one-shot vectors from label vector

  one_shot = full(sparse(1:length(labels), double(labels), 1));
  

  Code Optimization

  • Replace isempty(find(<expr>)) by isempty(find(<expr>, 1)) to improve performance.

  Libraries

  VLFeat

  • Use vl_imreadjpeg instead of imread. It could speed up reading image files.

  Editor

  Nvim

  Plugins:

  • vim-matlab
  • matlab syntax

  Data Structures

  String

  Find a string in a cell array

  find(ismember(cell_array, str));