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Channel: Bogumił Kamiński – R-bloggers
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Optimization matchup: R’s glpkAPI vs Julia’s JuMP

(This article was first published on R snippets, and kindly contributed to R-bloggers) tl;dr: although I use R every day and love it, doing mathematical programming using Julia is much simpler and...

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Deep learning in the cloud with MXNet

(This article was first published on R snippets, and kindly contributed to R-bloggers) Last Friday together with Przemysław Szufel and Wit Jakuczun we were giving a live demo on introduction to deep...

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R+H2O for marketing campaign modeling

(This article was first published on R snippets, and kindly contributed to R-bloggers) My last post about telco churn prediction with R+H2O attracted unexpectedly high response. It seems that R+H2O...

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Telco churn prediction with R+H2O

(This article was first published on R snippets, and kindly contributed to R-bloggers) Recently together with my friend Wit Jakuczun we have discussed about a blog post on Revolution showing...

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Sequence generation in R, Python and Julia

(This article was first published on R snippets, and kindly contributed to R-bloggers) Recently I was comparing implementation of sequence generation functions in R, Python (numpy) and Julia....

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Comparing localsolver with Rglpk on k-medoids example

(This article was first published on R snippets, and kindly contributed to R-bloggers) Recently I have coauthored a new localsolver package that can be used to solve large scale optimization problems...

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R Scrabble: Part 2

(This article was first published on R snippets, and kindly contributed to R-bloggers) Ivan Nazarov and Bartek Chroł gave very interesting comments to my last post on counting number of subwords in...

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RGolf: NGSL Scrabble

(This article was first published on R snippets, and kindly contributed to R-bloggers) It is last part of RGolf before summer. As R excels in visualization capabilities today the task will be to...

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RGolf: rolling window

(This article was first published on R snippets, and kindly contributed to R-bloggers) I have learned a lot from my last RGolf post. Therefore today I have another problem from practice.You have a...

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RGolf

(This article was first published on R snippets, and kindly contributed to R-bloggers) Its time for some fun today - because its Friday as David Smith says :).There are many code golf sites, even some...

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Tuning optim with parscale

(This article was first published on R snippets, and kindly contributed to R-bloggers) I often get questions what is the use of parscale parameter in optim procedure in GNU R. Therefore I have decided...

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GNU R vs Julia: is it only a matter of devectorization?

(This article was first published on R snippets, and kindly contributed to R-bloggers) Recently I have read a post on benefits of code devectorization in Julia. The examples given there inspired me to...

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Speeding up model bootstrapping in GNU R

(This article was first published on R snippets, and kindly contributed to R-bloggers) After my last post I have recurringly received two questions: (a) is it worthwhile to analyze GNU R speed in...

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Simulatin speed: GNU R vs Julia

(This article was first published on R snippets, and kindly contributed to R-bloggers) Recently there is a lot of noise about Julia. I have decided to test its speed in simulation tasks on my toy Cont...

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Calibration of p-value under variable selection: an example

(This article was first published on R snippets, and kindly contributed to R-bloggers) Very often people report p-values for linear regression estimates after performing variable selection step. Here...

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Cont model – Part II

(This article was first published on R snippets, and kindly contributed to R-bloggers) In my last post I have investigated properties of Cont model (you can download the paper here). Today I would...

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Cont model back after a year

(This article was first published on R snippets, and kindly contributed to R-bloggers) During ESSA2013 conference I had a discussion about Cont model I have commented a year ago.In original paper Cont...

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Visualizing optimization process

(This article was first published on R snippets, and kindly contributed to R-bloggers) One of the approaches to graph drawing is application of so called force-directed algorithms. In its simplest...

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Genetic drift simulation

(This article was first published on R snippets, and kindly contributed to R-bloggers) While preparing for the new teaching semester I have created an implementation of NetLogo GenDrift P local in GNU...

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Solving 9-puzzle with GNU R

(This article was first published on R snippets, and kindly contributed to R-bloggers) During holiday break I have decided to solve 9-puzzle, which is 3x3 variant of a well known 15-puzzle. The...

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