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karpathy.github.io

Andrej Karpathy blog

Get the latest updates from Andrej Karpathy blog directly as they happen.

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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)

over 6 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.

almost 9 years ago

The idea of writing a collection of short stories has been on...

What a Deep Neural Network thinks about your #selfie

almost 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...