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Antonio Piccolboni

A Simple Loss Function for Multi-Task learning with Keras implementation, part 2. Apr 13, 2018. In this post, we show how to implement a custom loss function for multitask learning in Keras and perform a couple of simple experiments with itself. TL;DR; this is the code: kb.exp( kb.mean(kb.log(kb.mean(kb.square(y pred - y true), axis=0) , axis=-1). A Simple Loss Function for Multi-Task learning with Keras implementation, part 1. Mar 8, 2018. Tame the newsfeed with homemade AI. Nov 4, 2017. Jul 16, 2017.

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A Simple Loss Function for Multi-Task learning with Keras implementation, part 2. Apr 13, 2018. In this post, we show how to implement a custom loss function for multitask learning in Keras and perform a couple of simple experiments with itself. TL;DR; this is the code: kb.exp( kb.mean(kb.log(kb.mean(kb.square(y pred - y true), axis=0) , axis=-1). A Simple Loss Function for Multi-Task learning with Keras implementation, part 1. Mar 8, 2018. Tame the newsfeed with homemade AI. Nov 4, 2017. Jul 16, 2017.

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2 about me

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7 r anti tips

8 mapreduce everywhere

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Antonio Piccolboni | piccolboni.info Reviews

https://piccolboni.info

A Simple Loss Function for Multi-Task learning with Keras implementation, part 2. Apr 13, 2018. In this post, we show how to implement a custom loss function for multitask learning in Keras and perform a couple of simple experiments with itself. TL;DR; this is the code: kb.exp( kb.mean(kb.log(kb.mean(kb.square(y pred - y true), axis=0) , axis=-1). A Simple Loss Function for Multi-Task learning with Keras implementation, part 1. Mar 8, 2018. Tame the newsfeed with homemade AI. Nov 4, 2017. Jul 16, 2017.

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workstream.piccolboni.info

Antonio's workstream

A data scientist's microblog with events, project updates, interesting links and reads. Also @piccolbo. It’s clear that the broken system is ad-driven media on the internet. It simply doesn’t serve people. Mdash; Renewing Medium’s focus. Source: blog.medium.com. That’s just Microsoft putting a chipper [expletive] jingle to an ideal of work that’s literally presented as ‘14 hour days, 7 days a week, for decades’. Microsoft reboots war on sleep. Microsoft Slavery 2.0. Source: m.signalvnoise.com. TWiML Talk...

INTERNAL PAGES

piccolboni.info

1

An algorithm for sample quantiles in map reduce

http://piccolboni.info/2010/07/algorithm-for-sample-quantiles-in-map.html

An algorithm for sample quantiles in map reduce - Antonio Piccolboni. An algorithm for sample quantiles in map reduce. Jul 27, 2010. A simple but often occurring problem is computing sample quantiles. Sometimes named top $k$ elements. In a large data set. Here I show a solution for the MapReduce model of computation. To add some detail, this is how the counting happens (using a combiner is mandatory for this algorithm, or the only two reducers will have to process the whole dataset):. Return [(T, 1)].

2

The connected components example, rewritten using RHadoop/rmr

http://piccolboni.info/2011/09/connected-components-example-rewritten.html

The connected components example, rewritten using RHadoop/rmr - Antonio Piccolboni. The connected components example, rewritten using RHadoop/rmr. Sep 15, 2011. My new implementation of random mate for mapreduce, using the package rmr. Open source project RHadoop. This story has now three episodes. First, I got interested in how to compute connected components. In a way that works even for large diameter graphs and proposed an algorithm. A map reduce package for R and implemented that algorithm. Namely h...

3

Mapreduce everywhere

http://piccolboni.info/2011/12/mapreduce-everywhere.html

Mapreduce everywhere - Antonio Piccolboni. Dec 3, 2011. Mapreduce could extend its reach beyond or inside the data center. Coming soon to a computer near you? The local Hadoop SF meetings. Cover a variety of topics, mostly practical. But on one occasion the discussion took a speculative turn: does Hadoop have legs or is it a stop-gap measure? Wrong I was kindly pointed to this very readable paper, " The Pathologies of big data. A Map Reduce Framework for Programming Graphics Processors. Yes, it still run...

4

Can't someone else find those differences?

http://piccolboni.info/2014/08/cant-someone-else-find-those-differences.html

Can’t someone else find those differences? Can't someone else find those differences? Aug 13, 2014. Use statistics and R instead of squinting at satellite images! You may have, like me, run into this article. Fnames = list( ulanqab = /Downloads/planet-labs-1.jpg, lake.county = /Downloads/planet-labs-2.jpg, tres.marias = /Downloads/planet-labs-3.jpg, han.river = /Downloads/planet-labs-4.jpg). Now we have the images in convenient arrays, we need to plot them. Here are a few handy functions.

5

Writing

http://piccolboni.info/writing.html

Writing - Antonio Piccolboni. About algorithms, big data, analytics:. How plyrmr was ahead of the curve. Yet Another Pipe Operator in R to unify interactive and programming use. Syntax Directed Diffs for R in R. A unified, short form feed. Mentions, project updates, select bookmarks and reading highlights. Available also on Twitter. Search my papers with Google Scholar. Papers, with more than 5000. Citations. My Erdős number is 3. Side interests: ascetic programming.

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analyticstory.com

Antonio Piccolboni | Stories on Data Science and Analytics

http://www.analyticstory.com/antonio-piccolboni

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Il mio piccolo mondo fantastico

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Antonio Piccolboni

A Simple Loss Function for Multi-Task learning with Keras implementation, part 2. Apr 13, 2018. In this post, we show how to implement a custom loss function for multitask learning in Keras and perform a couple of simple experiments with itself. TL;DR; this is the code: kb.exp( kb.mean(kb.log(kb.mean(kb.square(y pred - y true), axis=0) , axis=-1). A Simple Loss Function for Multi-Task learning with Keras implementation, part 1. Mar 8, 2018. Tame the newsfeed with homemade AI. Nov 4, 2017. Jul 16, 2017.

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