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Estimating User Lifetimes w/ PyMC, a python package for Bayesian analysis

submitted by hernamesbarbara [link][comment]

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Short-Circuit predictors

On /r/science there's a link to a physorg article on successfully predicting movie revenues by analyzing wikipedia posts: Link to phys.org. Maybe someone can conjure the actual actual math paper, but...

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I have an M.S. in statistics, am a good R/SAS/SQL programmer, I have taken...

Any specific languages I should learn, books to read? Anything is appreciated. I already do tons of ML at my job daily (most statisticians don't think of it as ML stuff though), but can't help feel...

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Are Conditional Random Fields the same thing as Global Linear Models

I took the NLP Course in Coursera and sometimes they referred GLM as CRF. I have been doing some reading and I'm not really sure if they are the same or one is a generalization of the other one, and if...

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If I use SVM, is there a situation in which feature selection is better than...

In Literature it is often stated that SVM need no Feature Selection i.e. Joachims 1998 http://www.cs.iastate.edu/~jtian/cs573/Papers/Joachims-ECML-98.pdf. On the other hand feature selection is still...

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Question about the behavior of conjugate gradient descent optimization

So I'm playing around with sparse autoencoders, and I'm trying to train a simple example with conjugate gradient descent. I just witnessed some behavior I can't explain and I'm hoping someone here can...

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A bag of words and a nice little network

submitted by Foxtr0t [link][1 comment]

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Classification Data Set with time-series revelation

I'm working on a project and need a data set to stand in for the "real" problem. The data should look like: 1) Each instance should be one classification. Meaning the label is simply one...

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Machine Learning and PCAP Files

Hello,I've been looking for resources on applying ML to PCAPs, but I'm having a devil of a time. I am interested in finding outliers as well as correlating the various devices. I've rigged up a few...

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Bayesian A/B Tests with Log-normal Models (w/ Python code)

submitted by sergeyfeldman [link][comment]

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The authors of a machine learning research paper have been awarded a prize...

submitted by _dexter [link][comment]

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KNN with DTW in matlab (x-post /r/matlab)

I'm trying to use the ClassificationKNN class in matlab with DTW distance. I'm passing the DTW function as a custom function handle. The problem is that matlab is expecting the input X (feature...

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Z. Ghahramani: Graph-based semi-supervised learning

submitted by skytomorrownow [link][1 comment]

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Machine Learning Talks: a YouTube channel with... machine learning talks.

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To Be or Not To Be IID by William M. Pottenger (Higher Order Naive Bayes...

submitted by Rickasaurus [link][1 comment]

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What does it mean exactly, to “build a statistical model” of, say, a series...

So this is a straight forward question, I would like to know, what it means exactly, when someone says "We built a statistical model of all our images".I overheard this, (and keep overhearing that...

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Question on machine learning in industry

I would like to gain some insight into what kind of process goes into using machine learning in industry. This question is aimed at those of you who have experience in industry or those who have looked...

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Easy to use structural SVM solver with C++ and Python tutorials/examples

submitted by davis685 [link][comment]

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Defending Networks with Incomplete Information - A Machine Learning Approach

submitted by ezrakh [link][comment]

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Progol ILP relational learning

I am trying to understand how to use relational and ilp tools for machine learning. So I have constructed an example problem:I have two tables and I want progol to learn a rule along the lines of...

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