I have two set of data let's say A and B. I want to apply PCA and T-sne to A and fine tune the algo. Once, I am satisfied with my tuning I want to save the learnt things to some pickle file. Now I want to apply the same learnt PCA and t-sne to set B. I want t-sne to produce the same results every time on B. I am hoping this because I am assuming, we can save the state of learnt t-sne parametes also. If the parametes are same, and when I load the same file everytime, the result of applying t-sne on the set B should be same every time. How can I do this in Sklearn and python? I am sorry, I am new to ML and python, this may be a very basic question. Continue reading...
