eggie5

14 ms·

91.
by eggie5 8y ago
yes, this is essentially the Clarifai product: use a CNN (without the softmax) as a feature extractor for images and then do ANN search on them in the embedding space.
92.
by eggie5 8y ago
If you've every tried to deploy a deep learning based image to image search product, you will know the engineering challenges especially with the Approximate Nearest Neighbors infrastructure. This is a good progress in abstracting out
93.
by eggie5 8y ago
City taco in north park
94.
by eggie5 8y ago
I lost my sense of smell and taste after a head injury. I remember walking into a Starbucks and it wreaking of fish! The hardest part was when I first bit into a cookie, post injury, and I couldn't recognize the taste :( Took months to
95.
by eggie5 8y ago
I like to use Typora w/ iCloud
96.
RecSys 2018 Recap(eggie5.com)
1 points by eggie5 8y ago|0 comments
97.
NCE: Noise-Contrastive Estimation Loss(eggie5.com)
2 points by eggie5 8y ago|0 comments
98.
Factorization Machines(eggie5.com)
1 points by eggie5 8y ago|0 comments
99.
by eggie5 8y ago
how did you refinance so low?
100.
by eggie5 8y ago
I have really flat feet and as you know the arch on birks is vey aggressive. so it just rubs on my foot super hard. If I know I'll be walking far I'll put athletic tape on my non-arch or else a blister will form. Now I have visibl
101.
by eggie5 8y ago
all the good ML tools are in python
102.
by eggie5 8y ago
I would say tensorflow is the anthesis of "convention over configuration" rails is lauded for! w/ TF relative to most frameworks, you have to configure all the boilerplate! If you're looking for a higher-level approach a
103.
by eggie5 8y ago
ok, I see, you are making the connection on basis of hybrid characteristics. Since you're familiar w/ the youtube paper, I've been wondering this question: How do they get vectors out of the softmax?
104.
by eggie5 8y ago
so you save your model weights to Postgres, expose the model via an HTTP api using flask and package it w/ docker?
105.
by eggie5 8y ago
can you please elaborate?
106.
by eggie5 8y ago
How would you generalize the method you are using?
107.
by eggie5 8y ago
I don't understand your connection between lightfm and the youtube paper...
108.
by eggie5 8y ago
lightFM is my goto for prototyping Matrix Factorization models. It efficiently handles large data w/ sparse data structures and is CPU accelerated including optimizations like Hogwild!. It also has the WARP loss BPR variant which I hav
109.
by eggie5 8y ago
Trivago has had success
110.
by eggie5 8y ago
obike shut down? I remember they were all over Amsterdam last year
111.
by eggie5 8y ago
The cool thing about the ICE trains and NS trains (Netherlands) is that you can get to the station and just walk on the train. Unlike in Spain where there are long security X-ray lines.
112.
by eggie5 8y ago
rails
113.
by eggie5 8y ago
Heroku free dynos
114.
by eggie5 8y ago
I make way more money in the US but my quality of life was much better in Netherlands
115.
by eggie5 8y ago
a big problem w/ recommender systems is called the cold-start problem. One way this is manifest is when new items enter the system. In one class of recess, collaborative filtering, since the new item doesn't have any interaction h
116.
by eggie5 8y ago
"my first quick experiment was a patch based "bee / no bee in image" detector. " What are these patches and what was your intuition on starting w/ it?
117.
by eggie5 9y ago
they posted on Who's Hiring back on November last year
118.
Learning to Rank with Siamese Networks and Pairwise Data(eggie5.com)
1 points by eggie5 9y ago|0 comments
119.
by eggie5 9y ago
also useful for incorporating noisy GPS sensor readings! I tried to do this in an undergrad autonomous vehicle but failed at the time :(
120.
by eggie5 9y ago
I try to do as much of the transformations as possible in tensorflow using the Datasets API so that I don't have to write them in another language/system in production.

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