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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...