Open nipunbatra opened 7 months ago
Needs to be done in Python
See: https://rezaborhani.github.io/mlr/blog_posts/Basics_of_Math_functions/Part_3_constructing_functions.html
Our lecture is: https://nipunbatra.github.io/ml2023/lectures/autograd.pdf
Our initial notebook here: https://github.com/nipunbatra/ml-teaching/blob/master/notebooks/autograd.ipynb
What we need to do:
Build something like micrograd: https://www.youtube.com/watch?v=VMj-3S1tku0 and corresponding notebook: https://github.com/karpathy/nn-zero-to-hero/blob/master/lectures/micrograd/micrograd_lecture_first_half_roughly.ipynb
Needs to be done in Python
See: https://rezaborhani.github.io/mlr/blog_posts/Basics_of_Math_functions/Part_3_constructing_functions.html
Our lecture is: https://nipunbatra.github.io/ml2023/lectures/autograd.pdf
Our initial notebook here: https://github.com/nipunbatra/ml-teaching/blob/master/notebooks/autograd.ipynb
What we need to do:
Build something like micrograd: https://www.youtube.com/watch?v=VMj-3S1tku0 and corresponding notebook: https://github.com/karpathy/nn-zero-to-hero/blob/master/lectures/micrograd/micrograd_lecture_first_half_roughly.ipynb