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Weathering Thru Tech Days

Weathering Thru Tech Days. Thursday, April 9, 2015. Mahout 0.10.x: first Mahout release as a programming environment. Mahout 0.10.x is coming. T is a new generation of Mahout that entirely re-thinks philosophy of previous Mahout line of releases. First, and foremost, to state the obvious, Mahout abandons MapReduce based algorithms. We still support them (and they are now moved to mahout-mr. Artifact). But we do not create any new ones. Here, I'll try to emphasize key philosophical points of this work.

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Weathering Thru Tech Days | weatheringthroughtechdays.com Reviews

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Weathering Thru Tech Days. Thursday, April 9, 2015. Mahout 0.10.x: first Mahout release as a programming environment. Mahout 0.10.x is coming. T is a new generation of Mahout that entirely re-thinks philosophy of previous Mahout line of releases. First, and foremost, to state the obvious, Mahout abandons MapReduce based algorithms. We still support them (and they are now moved to mahout-mr. Artifact). But we do not create any new ones. Here, I'll try to emphasize key philosophical points of this work.

<META> KEYWORDS

1 mu mu

2 assuming that

3 where

4 xcolmeans val mxcov

5 cross mu

6 hive for math

7 choose your poison

8 algebraic optimizer stack

9 6 off the shelf methods

10 future plans

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Weathering Thru Tech Days | weatheringthroughtechdays.com Reviews

https://weatheringthroughtechdays.com

Weathering Thru Tech Days. Thursday, April 9, 2015. Mahout 0.10.x: first Mahout release as a programming environment. Mahout 0.10.x is coming. T is a new generation of Mahout that entirely re-thinks philosophy of previous Mahout line of releases. First, and foremost, to state the obvious, Mahout abandons MapReduce based algorithms. We still support them (and they are now moved to mahout-mr. Artifact). But we do not create any new ones. Here, I'll try to emphasize key philosophical points of this work.

INTERNAL PAGES

weatheringthroughtechdays.com

1

Weathering Thru Tech Days: April 2015

http://www.weatheringthroughtechdays.com/2015_04_01_archive.html

Weathering Thru Tech Days. Thursday, April 9, 2015. Mahout 0.10.x: first Mahout release as a programming environment. Mahout 0.10.x is coming. T is a new generation of Mahout that entirely re-thinks philosophy of previous Mahout line of releases. First, and foremost, to state the obvious, Mahout abandons MapReduce based algorithms. We still support them (and they are now moved to mahout-mr. Artifact). But we do not create any new ones. Here, I'll try to emphasize key philosophical points of this work.

2

Weathering Thru Tech Days: Scala DSL for Mahout in-core linear algebra (proposal)

http://www.weatheringthroughtechdays.com/2013/07/scala-dsl-for-mahout-in-core-linear.html

Weathering Thru Tech Days. Thursday, July 25, 2013. Scala DSL for Mahout in-core linear algebra (proposal). I've been working on a Scala DSL for Mahout in-core linear algebra. The code is here:. Https:/ github.com/dlyubimov/mahout-commits/tree/dev-0.9.x-scala/math-scala. Here's what i got so far. Current In-Core operations (examples). Val denseVec1: Vector = (1.0, 1.1, 1.2). Val denseVec2 = dvec(1, 0, 1.1, 1.2). Val sparseVec = svec( 5 - 1) : (10 - 2.0) : Nil). Val a = dense( 1, 2, 3), (3, 4, 5). Also wo...

3

Weathering Thru Tech Days: John #Canny's function #summarizer formulae #Pig #MapReduce

http://www.weatheringthroughtechdays.com/2011/06/john-cannys-function-summarizer.html

Weathering Thru Tech Days. Saturday, June 4, 2011. John #Canny's function #summarizer formulae #Pig #MapReduce. Credit for the idea to Ted Dunning, but I wanted to log the final formulae set i used for MapReduce and Pig implementation of these kind of summarizers for my future reference. Here it goes. S left(t right)=ke {-t}- left(k-1 right)e {- frac{k}{k-1}t}, , k 1. ]. In our case, it takes form of. Y left(x right)=ke {-x/ alpha}- left(k-1 right)e {-kx/ alpha left(k-1 right)} ]. Persisted summarizer st...

4

Weathering Thru Tech Days: May 2011

http://www.weatheringthroughtechdays.com/2011_05_01_archive.html

Weathering Thru Tech Days. Monday, May 30, 2011. Generalized Linear Model Stochastic Gradient Descent with squared loss. Many authors (Koren, Bottou etc.) popularized use of SGD algorithms. Indeed, what's not to like. It is fast. It's simple. It's intuitive. Boldsymbol{ beta} {i 1}= boldsymbol{ beta} {i}- gamma cdot nabla { beta} mathcal{L}, ]. So, can we generalize formulas when applied to Generalized Linear Models? Indeed, GLM formulation is. G left(y right)= eta left( boldsymbol{x} right), ]. 2 left(y...

5

Weathering Thru Tech Days: July 2013

http://www.weatheringthroughtechdays.com/2013_07_01_archive.html

Weathering Thru Tech Days. Thursday, July 25, 2013. Scala DSL for Mahout in-core linear algebra (proposal). I've been working on a Scala DSL for Mahout in-core linear algebra. The code is here:. Https:/ github.com/dlyubimov/mahout-commits/tree/dev-0.9.x-scala/math-scala. Here's what i got so far. Current In-Core operations (examples). Val denseVec1: Vector = (1.0, 1.1, 1.2). Val denseVec2 = dvec(1, 0, 1.1, 1.2). Val sparseVec = svec( 5 - 1) : (10 - 2.0) : Nil). Val a = dense( 1, 2, 3), (3, 4, 5). Also wo...

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Weathering Thru Tech Days

Weathering Thru Tech Days. Thursday, April 9, 2015. Mahout 0.10.x: first Mahout release as a programming environment. Mahout 0.10.x is coming. T is a new generation of Mahout that entirely re-thinks philosophy of previous Mahout line of releases. First, and foremost, to state the obvious, Mahout abandons MapReduce based algorithms. We still support them (and they are now moved to mahout-mr. Artifact). But we do not create any new ones. Here, I'll try to emphasize key philosophical points of this work.

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