What papers or textbooks do i need to read to have all the basics / background knowledge to use pytorch and understand what I am doing based on solely the documentation pytorch provides?
this post was submitted on 15 Dec 2023
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I mean that's a pretty massive undertaking.
If that's your goal, don't bother with pytorch at all.
Start by implementing the individual algorithms required to do a simple machine learning algorithm from scratch (only numpy).
You need to learn and be able to encode back propagation, Adam, sigmoid, etc.. I can't remember them all off hand but it's like maybe 4 or 5 different functions in total.
There are many tutorials for this. If you need me to, I can link you to some.
This is a great way to get the basics down, however, beware that things like pytorch are ultimately collaborative projects involving thousands of team members incorporating advancements and research from all kinds of sources.
thank your comments were very helpful! Yeah, I had no idea as I am still ignorant of the scope of things.
Let me know if you need links or support. Most of it you can Google.