Andrej KarpathySoftware 2.0I sometimes see people refer to neural networks as just “another tool in your machine learning toolbox”. They have some pros and cons, they…9 min read·Nov 11, 2017--172--172
Andrej KarpathyAlphaGo, in contextUpdate Oct 18, 2017: AlphaGo Zero was announced. This post refers to the previous version. 95% of it still applies.5 min read·May 31, 2017--18--18
Andrej KarpathyICML accepted papers institution statsThe accepted papers at ICML have been published. ICML is a top Machine Learning conference, and one of the most relevant to Deep Learning…2 min read·May 24, 2017--7--7
Andrej KarpathyA Peek at Trends in Machine LearningHave you looked at Google Trends? It’s pretty cool — you enter some keywords and see how Google Searches of that term vary through time. I…6 min read·Apr 7, 2017--10--10
Andrej KarpathyICLR 2017 vs arxiv-sanityI thought it would be fun to cross-reference the ICLR 2017 (a popular Deep Learning conference) decisions (which fall into 4 categories…11 min read·Mar 14, 2017--8--8
Andrej KarpathyVirtual Reality: still not quite there, again.The first time I tried out Virtual Reality was a while ago — somewhere in the late 1990's. I was quite young so my memory is a bit hazy…11 min read·Jan 17, 2017--18--18
Andrej KarpathyYes you should understand backpropWhen we offered CS231n (Deep Learning class) at Stanford, we intentionally designed the programming assignments to include explicit…7 min read·Dec 19, 2016--46--46
Andrej KarpathyCS183c Assignment #3The last few weeks we heard from several excellent guests, including Selina Tobaccowala from Survey Monkey, Patrick Collison from Stripe…4 min read·Nov 15, 2015--2--2