18 karma · joined September 6, 2015
I have not yet committed to a deep learning framework, as up until now, I was mostly either using scikit-learn or building neural networks from scratch, straight numpy (lol)
I've heard a nice thing about Keras is that it forms more of an abstraction on top of other libraries, though I could be misunderstanding.
One comment I have. in kNN, it is best to ensure that the neighbors list occupies O(k) space.
its not fair to conduct these studies solely on educational outcomes because educational outcomes in the west largely depend on how well you conform to the mean societal expectation of a successful archetype. many people have unique educational styles (ADHDers included). I myself personally learned more from the internet and reading books than I ever did in school.
I suspect successful engineers, start up CEOs, hacker types have higher prevalences of "learning disorders", ADHD, etc. Many did poorly in school, though many also excelled. I also suspect the same demographics are true of musicians and other artists.
The MAJOR caveat here, is that while these groups probably have higher prevalences, and these fields are more or less supportive of people with these issues, very few ADHDers can break into these fields and the average ADHDer probably will perform worse in life than the average person without.
Mostly conjecture, based on my own anecdotal evidence, but worth consideration.
Arguing for more linear regression to solve a firms problems, is equivalent to arguing for machine learning. Now, if instead he wanted to argue that the vast majority of a businesses prediction problems can be solved by simple algorithms, that is most likely true. but economic impact of this is still a part of the economic impact of machine learning.
Travis Kalanick.
Balaji Srinivasan.
The only real benefit to public transit at this point is that it allows you to dodge the cost of parking your vehicle for a day while you are at work. But Uber has figured out other ways to successfully allow people to dodge that cost.
With Uber pool my commute takes roughly the same time as metro, is door to door, and now cheaper and in many ways safer than taking the metro.