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harrrshall/numpygrad

GPT-2 train from scratch in pure NumPy, verified against PyTorch. I have written a blog explaining all the math. Check out the website.https://x.com/HarshalsinghCN/status/2055154124535287829?s=20

Jupyter Notebook GitHub ↗ site ↗
★ 3
stars
45
AI relevance
65
solo dev
0
tool sigs

Language breakdown (by bytes)

Python
47%
Jupyter Notebook
53%

Why this is classified AI-related

The AI relevance score checks four places for AI keywords and adds the weight of each one that matches. Full methodology

Repository name no match
Description +25 matched: gpt
GitHub topics no match
README head +20 (derived from the score — README text is not stored)

Total AI relevance score: 45 / 100

Position among AI repos in the same language

We track 1,355 Jupyter Notebook repos, of which 1,014 score 40 or above on AI relevance. 7 have more stars than this one (top 0.6%), and 802 score higher (top 59.3%).

Owner

Account
harrrshall
Type
User
Followers
52

Dates

Created on GitHub 2026-05-14
Last push 2026-05-15
First seen here 2026-05-14
Last fetched 2026-09-27 16:22

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