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Benchmarking different implementations of weighted-ALS matrix factorization. 10 Jul, 2017. Benchmarks of reco, spark, qmf, implicit for weighted-ALS matrix factorization. Read more →. Matrix factorization for recommender systems (part 2). 28 Jun, 2017. Applications of Weigted Alternating Least Squares to recommender systems. Read more →. Matrix factorization for recommender systems. 28 May, 2017. Read more →. Fitting logistic regression on 100gb dataset on a laptop. 14 Feb, 2017. Read more →. 4 Feb, 2017.

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Benchmarking different implementations of weighted-ALS matrix factorization. 10 Jul, 2017. Benchmarks of reco, spark, qmf, implicit for weighted-ALS matrix factorization. Read more →. Matrix factorization for recommender systems (part 2). 28 Jun, 2017. Applications of Weigted Alternating Least Squares to recommender systems. Read more →. Matrix factorization for recommender systems. 28 May, 2017. Read more →. Fitting logistic regression on 100gb dataset on a laptop. 14 Feb, 2017. Read more →. 4 Feb, 2017.
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Data Science notes | dsnotes.com Reviews

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Benchmarking different implementations of weighted-ALS matrix factorization. 10 Jul, 2017. Benchmarks of reco, spark, qmf, implicit for weighted-ALS matrix factorization. Read more →. Matrix factorization for recommender systems (part 2). 28 Jun, 2017. Applications of Weigted Alternating Least Squares to recommender systems. Read more →. Matrix factorization for recommender systems. 28 May, 2017. Read more →. Fitting logistic regression on 100gb dataset on a laptop. 14 Feb, 2017. Read more →. 4 Feb, 2017.

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Locality Sensitive Hashing in R

http://dsnotes.com/blog/2015/01/02/locality-sensitive-hashing-in-r-part-1

Locality Sensitive Hashing in R. Dmitriy Selivanov — written Jan 2, 2015 — source. In the next series of posts I will try to explain base concepts Locality Sensitive Hashing technique. Note, that I will try to follow general functional programming style. So I will use R’s Higher-Order Functions. Instead of traditional R’s. Functions family (I suppose this post will be more readable for non R users). Also I will use brilliant pipe operator. Social netwotks (for example facebook and google. Unit: microseco...

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Installing cuda toolkit and related R packages

http://dsnotes.com/blog/2015/06/04/installing-cuda-toolkit-and-gputools

Installing cuda toolkit and related R packages. Dmitriy Selivanov — written Jun 4, 2015 — source. The main purpose of this post is to keep all steps of installing cuda toolkit (and R related packages) and in one place. Also I hope this may be useful for someone. Installing cuda toolkit ( Ubuntu ). First of all we need to install nvidia cuda toolkti. I’am on latest ubuntu 15.04, but found this article. Well suited for me. But there are few additions:. Remove all nvidia stuff. Sudo apt-get purge nvidia-*.

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Data Science notes

Benchmarking different implementations of weighted-ALS matrix factorization. 10 Jul, 2017. Benchmarks of reco, spark, qmf, implicit for weighted-ALS matrix factorization. Read more →. Matrix factorization for recommender systems (part 2). 28 Jun, 2017. Applications of Weigted Alternating Least Squares to recommender systems. Read more →. Matrix factorization for recommender systems. 28 May, 2017. Read more →. Fitting logistic regression on 100gb dataset on a laptop. 14 Feb, 2017. Read more →. 4 Feb, 2017.

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