<s>
Turi	O
is	O
a	O
graph-based	O
,	O
high	O
performance	O
,	O
distributed	O
computation	O
framework	O
written	O
in	O
C++	B-Language
.	O
</s>
<s>
The	O
GraphLab	B-Algorithm
project	O
was	O
started	O
by	O
Prof	O
.	O
Carlos	O
Guestrin	O
of	O
Carnegie	O
Mellon	O
University	O
in	O
2009	O
.	O
</s>
<s>
It	O
is	O
an	O
open	B-License
source	I-License
project	O
using	O
an	O
Apache	B-Application
License	I-Application
.	O
</s>
<s>
While	O
GraphLab	B-Algorithm
was	O
originally	O
developed	O
for	O
Machine	O
Learning	O
tasks	O
,	O
it	O
has	O
found	O
great	O
success	O
at	O
a	O
broad	O
range	O
of	O
other	O
data-mining	O
tasks	O
;	O
out-performing	O
other	O
abstractions	O
by	O
orders	O
of	O
magnitude	O
.	O
</s>
<s>
The	O
GraphLab	B-Algorithm
framework	O
is	O
a	O
parallel	O
programming	O
abstraction	O
targeted	O
for	O
sparse	O
iterative	B-Algorithm
graph	B-Application
algorithms	O
.	O
</s>
<s>
GraphLab	B-Algorithm
provides	O
a	O
high-level	O
programming	O
interface	O
,	O
allowing	O
rapid	O
deployment	O
of	O
distributed	O
machine	O
learning	O
algorithms	O
.	O
</s>
<s>
The	O
main	O
design	O
considerations	O
behind	O
the	O
design	O
of	O
GraphLab	B-Algorithm
are	O
:	O
</s>
<s>
The	O
main	O
features	O
of	O
GraphLab	B-Algorithm
are	O
:	O
</s>
<s>
On	O
top	O
of	O
GraphLab	B-Algorithm
,	O
several	O
implemented	O
libraries	O
of	O
algorithms	O
:	O
</s>
<s>
Graph	B-Application
analytics	O
-	O
contains	O
application	O
like	O
pagerank	B-Algorithm
and	O
triangle	O
counting	O
which	O
can	O
be	O
applied	O
to	O
general	O
graphs	O
to	O
estimate	O
community	O
structure	O
.	O
</s>
<s>
Collaborative	B-Algorithm
filtering	I-Algorithm
-	O
contains	O
a	O
collection	O
of	O
applications	O
used	O
to	O
make	O
predictions	O
about	O
users	O
interests	O
and	O
factorize	B-Application
large	I-Application
matrices	I-Application
.	O
</s>
<s>
Computer	B-Application
vision	I-Application
-	O
contains	O
a	O
collection	O
of	O
tools	O
for	O
reasoning	O
about	O
images	O
.	O
</s>
<s>
A	O
solution	O
based	O
on	O
Graphlab	B-Algorithm
collaborative	B-Algorithm
filtering	I-Algorithm
library	O
won	O
the	O
5th	O
place	O
in	O
,	O
track1	O
,	O
out	O
of	O
more	O
than	O
1000	O
participants	O
.	O
</s>
<s>
Turi	O
(	O
formerly	O
called	O
Dato	O
and	O
before	O
that	O
GraphLab	B-Algorithm
Inc	O
.	O
)	O
is	O
a	O
company	O
that	O
was	O
founded	O
by	O
Prof	O
.	O
Carlos	O
Guestrin	O
from	O
University	O
of	O
Washington	O
in	O
May	O
2013	O
to	O
continue	O
development	O
support	O
of	O
the	O
GraphLab	B-Algorithm
open	B-License
source	I-License
project	O
.	O
</s>
