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Andrej Karpathy blog
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Latest posts
Last updated over 2 years ago
Deep Neural Nets: 33 years ago and 33 years from now
over 2 years ago
The Yann LeCun et al. (1989) paper Backpropagation Applied to Handwritten Zip...
A from-scratch tour of Bitcoin in Python
over 3 years ago
I find blockchain fascinating because it extends open source software development to...
Short Story on AI: Forward Pass
over 3 years ago
The inspiration for this short story came to me while reading Kevin...
Biohacking Lite
over 4 years ago
Throughout my life I never paid too much attention to health, exercise...
A Recipe for Training Neural Networks
over 5 years ago
Some few weeks ago I posted a tweet on “the most common...
(started posting on Medium instead)
almost 7 years ago
The current state of this blog (with the last post 2 years...
A Survival Guide to a PhD
about 8 years ago
This guide is patterned after my “Doing well in your courses”, a...
Deep Reinforcement Learning: Pong from Pixels
over 8 years ago
This is a long overdue blog post on Reinforcement Learning (RL). RL...
Short Story on AI: A Cognitive Discontinuity.
about 9 years ago
The idea of writing a collection of short stories has been on...
What a Deep Neural Network thinks about your #selfie
about 9 years ago
Convolutional Neural Networks are great: they recognize things, places and people in...
The Unreasonable Effectiveness of Recurrent Neural Networks
over 9 years ago
There's something magical about Recurrent Neural Networks (RNNs). I still remember when...
Breaking Linear Classifiers on ImageNet
over 9 years ago
You've probably heard that Convolutional Networks work very well in practice and...