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[P] I replicated micrograd in C++ and added more functionality
Nov. 8, 2023, 9:07 p.m. | /u/shefcu
Machine Learning www.reddit.com
A couple of days ago, I finally decided to follow [Andrej Karpathy's micrograd tutorial](https://www.youtube.com/watch?v=VMj-3S1tku0). I liked the concepts so much I implemented it in C++ and added more functionality:
\- Optimizers: Adam, SGD with momentum
\- Activation functions: tanh, sigmoid, relu
I tried to make both the API as well as internal library as clean as possible so that everyone could understand the basic algorithms behind deep learning. Here is the project's [repo](https://github.com/fszewczyk/shkyera-grad) and a [get started guide](https://fszewczyk.github.io/shkyera-grad/md_docs_tutorials_GetStarted.html). …
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