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Package: vowpal-wabbit (8.6.1.dfsg1-1 and others)

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algoritmo veloce e scalabile per apprendimento automatico online

Vowpal Wabbit è un veloce algoritmo per apprendimento automatico online. Il nucleo centrale dell'algoritmo è un gradiente di discesa (GD) specialistico su una funzione di perdita (ne sono disponibili diverse). Caratteristiche di VW:

 - specifica dei dati di input flessibile;
 - apprendimento veloce;
 - scalabilità (impatto sulla memoria con limiti, adatto per elaborazioni
   distribuite);
 - accoppiamento di caratteristiche.

Tags: Implemented in: C++, User Interface: Command Line, Role: role::program, scope::utility

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Download vowpal-wabbit

Download for all available architectures
Architecture Version Package Size Installed Size Files
alpha (unofficial port) 7.3-1.1+b3 18.5 kB77.0 kB [list of files]
amd64 8.6.1.dfsg1-1+b3 56.2 kB239.0 kB [list of files]
arm64 7.3-1.1+b1 18.0 kB69.0 kB [list of files]
armel 7.3-1.1+b2 17.2 kB58.0 kB [list of files]
armhf 7.3-1.1+b2 16.9 kB54.0 kB [list of files]
hppa (unofficial port) 7.3-1.1+b2 18.9 kB65.0 kB [list of files]
i386 8.6.1.dfsg1-1+b3 60.5 kB226.0 kB [list of files]
m68k (unofficial port) 7.3-1.1+b2 17.5 kB66.0 kB [list of files]
mips64el 7.3-1.1+b1 18.7 kB72.0 kB [list of files]
ppc64 (unofficial port) 7.3-1.1+b3 18.2 kB221.0 kB [list of files]
ppc64el 7.3-1.1+b1 17.8 kB221.0 kB [list of files]
s390x 7.3-1.1+b2 18.2 kB69.0 kB [list of files]
sh4 (unofficial port) 7.3-1.1+b2 18.1 kB58.0 kB [list of files]
sparc64 (unofficial port) 7.3-1.1+b2 17.2 kB80.0 kB [list of files]
x32 (unofficial port) 8.6.1.dfsg1-1+b2 55.9 kB227.0 kB [list of files]