If you need to try out a method, which you do first: (1) read and implement papers, (2) compile and run open source codes.
The peer review model for scientific publications has not changed much for centuries. It is about to, at least for computer science and especially for machine learning (e.g. distill.pub), where sharing and reproduction is much easier than other science and engineering disciplines.
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