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Andrej Karpathy blog

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Latest posts

Last updated 10 months ago

A Recipe for Training Neural Networks

10 months ago

Some few weeks ago I posted a tweet on “the most common...

(started posting on Medium instead)

about 2 years ago

The current state of this blog (with the last post 2 years...

A Survival Guide to a PhD

over 3 years ago

This guide is patterned after my “Doing well in your courses”, a...

Deep Reinforcement Learning: Pong from Pixels

over 3 years ago

This is a long overdue blog post on Reinforcement Learning (RL). RL...

Short Story on AI: A Cognitive Discontinuity.

over 4 years ago

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

What a Deep Neural Network thinks about your #selfie

over 4 years ago

Convolutional Neural Networks are great: they recognize things, places and people in...

The Unreasonable Effectiveness of Recurrent Neural Networks

almost 5 years ago

There's something magical about Recurrent Neural Networks (RNNs). I still remember when...

Breaking Linear Classifiers on ImageNet

almost 5 years ago

You've probably heard that Convolutional Networks work very well in practice and...

What I learned from competing against a ConvNet on ImageNet

over 5 years ago

The results of the 2014 ImageNet Large Scale Visual Recognition Challenge (ILSVRC)...

Quantifying Productivity

over 5 years ago

I'm always on a lookout for interesting datasets to collect, analyze and...

Feature Learning Escapades

over 5 years ago

My summer internship work at Google has turned into a CVPR 2014...

Visualizing Top Tweeps with t-SNE, in Javascript

over 5 years ago

I was recently looking into various ways of embedding unlabeled, high-dimensional data...