/NN-foundations

Implementations of the key ideas behind modern Deep-learning from scratch(python, numpy)

Primary LanguageJupyter NotebookMIT LicenseMIT

NN-foundations

This repository contains notebooks and material used for the recitation sessions for the Course CS 461: Machine learning principles (Spring 2023).

1. 01-25-2023

Revise calculus and implement backpropagation(chain rule) from scratch. Corresponding notebook

Note: Material heavily taken from Andrej Kaparthy's micro grad

Recitation

hw3 sols