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recently I've decided to implement some ML library in C#. But mine ultimate goal of that C# library was to make it use as much as possible TPL features of C#.
I'm aware about other ML libraries, but as often is said, if you wish to understand how some ML algorithm works, program it by yourself. I've decided to start with Linear regression.
Here you can see how mine library utilizes processor:
as you can see it uses 85% of mine 4-cores CPU, which is impossible with only one thread running.
First step for me was to understand how that algorithm works. In order to understand it I've took course Machine Learning Specializationfrom University of Washington.
I'll omit … more