butanyways
Joined 1 year ago
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Member since
Jul 11
Recent submissions
Comment · 1 month ago
Comment · 8 months ago
Good introduction! Building pytorch-lite using python and numpy is the way to go.
Free book: https://zekcrates.quarto.pub/deep-learning-library/
Ml by hand : https://github.com/workofart/ml-by-hand
Micrograd: https://github.com/karpathy/micrograd
Comment · 10 months ago
maybe creating a simple "pytorch like library" and training models using that? No?
Comment · 10 months ago
maybe we can create one ourselves. Posted this a few days ago here.
A decent read: https://zekcrates.quarto.pub/deep-learning-library/
Comment · 10 months ago
Yes i've read your blogposts way back then. Nice work with the gpt-2!!
Comment · 10 months ago
thanks!!
Comment · 10 months ago
If you are asking about the "micrograd" video then yes a little bit. "micrograd" is for scalars and we use tensors in the book. If you are reading the book I would recommend to first complete the series or atleast the "micrograd" video.
Comment · 10 months ago
Yes!!
Comment · 10 months ago
Its nice! Yeah a lot of the heavy lifting is done by Numpy.
Comment · 10 months ago
I agree! What NumPy is doing is actually quite beautiful. I was thinking of writing a custom c++ backend for this thing. Lets see what happens this year.
Demo : https://zekcrates.itch.io/eastern-front-1941-43
Demo : https://zekcrates.github.io/eastern-front/