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Learning spatio-temporal dynamics.

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[Question] Regression with many irrelevant variables?

Hello everybody. I've got a biological datasets of ~20K vectors (samples from tissues) with ~300 features (genes), most of them binary or categorical (0..n), except a few numeric (phenotypes from the...

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Why Visualization Cannot Afford Ignoring Data Mining and Vice Versa

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Kernel Approximations for Efficient SVMs (from r/compsci)

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Gaussian Processes in Machine Learning

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Question about continuous bayesian inference: checking whether a coin is fair...

I came across this while working on a persona project. Though the actual problem has to do with estimating article quality on a reddit-like site I think it's best way to explain it like this: I have a...

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Interesting article by Gelman & Shalizi about foundations of Bayesian inference.

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Alternatives to "bag of words" for text encoding?

What alternatives exist for encoding text for a neural network or SVM? Bag of words (unigrams, bigrams, trigrams, etc) seems to be the most common approach, but it seems that it is better at encoding...

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Loss function figure explanation

Hi, Would someone be able to explain this kind of figure http://imgur.com/q5EJc . The functions don't really need an explanation. Just more info on how to interpret this figure would be handy (maybe...

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Nips 2012 trends

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MCMC Convergence Explanation

Hi, Can somebody please explain what it means for a Markov Chain to have converged? Is it the situation when the transition probabilities satisfy detailed balance?How does one know when the chain has...

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Algorithm improvement for Coca-Cola recognition

submitted by srkiboy83 [link][7 comments]

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Interior design using machine learning

submitted by HootBack [link][7 comments]

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What is the usual name for these kinds for methods?

Let us say we have some sensors all trying to measure the temperature in a room. Each sensor makes some measurements, but has some measurement error. Some sensors are good, some measure too high and...

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r/MachineLearning, help me build a comprehensive list of Machine Learning...

submitted by cpdomina [link][3 comments]

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Computer generated jokes

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Please explain Support Vector Machines (SVM) like I am a 5 year old.

submitted by curious_thoughts [link][27 comments]

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Ad Hoc Data Analysis From The Unix Command Line

submitted by cavedave [link][4 comments]

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Why Probabilistic Programming Matters

submitted by jackhammer2022 [link][3 comments]

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Restricted Boltzmann Machines in Python - A simple introduction.

submitted by richardweiss [link][3 comments]

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