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Domain: github.com Added: 2026-03-05 Status: βœ“ Success
github.com code development github
Comprehensive toy implementations of the 30 foundational papers recommended by Ilya Sutskever Buy the Google Colab Code for this Repo at Gumroad This repository contains detailed, educational implemen...
Similar Articles (10 found)
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ICLR 2017 vs arxiv-sanity
https://karpathy.medium.com/iclr-2017-vs-arxiv-sanity-d1488ac5c131?source=rss-ac9d9a35533e------2
ICLR 2017 vs arxiv-sanity I thought it would be fun to cross-reference the ICLR 2017 (a popular Deep Learning conference) decisions (which fall into 4...
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The Principles of Deep Learning Theory (arxiv.org)
https://news.ycombinator.com/item?id=31051540
First, thanks to the publisher and authors for making this freely available! I retired recently after using neural networks since the 1980s. I still s...
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A Peek at Trends in Machine Learning
https://karpathy.medium.com/a-peek-at-trends-in-machine-learning-ab8a1085a106?source=rss-ac9d9a35533e------2
A Peek at Trends in Machine Learning Have you looked at Google Trends? It’s pretty cool β€” you enter some keywords and see how Google Searches of that ...
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Writing an LLM from scratch, part 22 -- finally training our LLM!
https://www.gilesthomas.com/2025/10/llm-from-scratch-22-finally-training-our-llm
Writing an LLM from scratch, part 22 -- finally training our LLM! This post wraps up my notes on chapter 5 of Sebastian Raschka's book "Build a Large ...
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The Bitter Lesson is Misunderstood
https://obviouslywrong.substack.com/p/the-bitter-lesson-is-misunderstood
The Bitter Lesson is Misunderstood Together, the Bitter Lesson and Scaling Laws reveal that the god of Compute we worship is yoked to an even greater ...
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A Brief History of GPT Through Papers
https://towardsdatascience.com/a-brief-history-of-gpt-through-papers/
0) Prologue: The Turing test In October 1950, Alan Turing proposed a test. Was it possible to have a conversation with a machine and not be able to te...
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My Python code is a neural network (gabornyeki.com)
https://news.ycombinator.com/item?id=40845304
This article doesn't talk much about testing or getting training data. It seems like that part is key. For code that you think you understand, it's be...
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Deep Neural Nets: 33 years ago and 33 years from now
http://karpathy.github.io/2022/03/14/lecun1989/
Deep Neural Nets: 33 years ago and 33 years from now The Yann LeCun et al. (1989) paper Backpropagation Applied to Handwritten Zip Code Recognition is...
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MicroGPT explained interactively
https://growingswe.com/blog/microgpt
MicroGPT explained interactively Andrej Karpathy wrote a 200-line Python script that trains and runs a GPT from scratch, with no libraries or dependen...
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GitHub - humanlayer/12-factor-agents: What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?
https://github.com/humanlayer/12-factor-agents
In the spirit of 12 Factor Apps. The source for this project is public at https://github.com/humanlayer/12-factor-agents, and I welcome your feedback ...
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