<s>
Deep	B-Algorithm
Learning	I-Algorithm
Studio	I-Algorithm
is	O
a	O
software	O
tool	O
that	O
aims	O
to	O
simplify	O
the	O
creation	O
of	O
deep	B-Algorithm
learning	I-Algorithm
models	O
used	O
in	O
artificial	B-Application
intelligence	I-Application
.	I-Application
</s>
<s>
It	O
is	O
compatible	O
with	O
a	O
number	O
of	O
open-source	B-Application
programming	I-Application
frameworks	O
popularly	O
used	O
in	O
artificial	B-Architecture
neural	I-Architecture
networks	I-Architecture
,	O
including	O
MXNet	B-Algorithm
and	O
Google	O
's	O
TensorFlow	B-Language
.	O
</s>
<s>
Prior	O
to	O
the	O
release	O
of	O
Deep	B-Algorithm
Learning	I-Algorithm
Studio	I-Algorithm
in	O
January	O
2017	O
,	O
proficiency	O
in	O
Python	B-Language
,	O
among	O
other	O
programming	O
languages	O
,	O
was	O
essential	O
in	O
developing	O
effective	O
deep	B-Algorithm
learning	I-Algorithm
models	O
.	O
</s>
<s>
Deep	B-Algorithm
Learning	I-Algorithm
Studio	I-Algorithm
sought	O
to	O
simplify	O
the	O
model	O
creation	O
process	O
through	O
a	O
visual	O
,	O
drag-and-drop	O
interface	O
and	O
the	O
application	O
of	O
pre-trained	O
learning	O
models	O
on	O
available	O
data	O
.	O
</s>
<s>
Irving	O
,	O
TX-based	O
Deep	O
Cognition	O
Inc	O
.	O
is	O
the	O
developer	O
behind	O
Deep	B-Algorithm
Learning	I-Algorithm
Studio	I-Algorithm
.	O
</s>
<s>
In	O
2017	O
,	O
the	O
software	O
allowed	O
Deep	O
Cognition	O
to	O
become	O
a	O
finalist	O
for	O
Best	O
Innovation	O
in	O
Deep	B-Algorithm
Learning	I-Algorithm
in	O
the	O
Alconics	O
Awards	O
,	O
which	O
are	O
given	O
annually	O
to	O
the	O
best	O
artificial	B-Application
intelligence	I-Application
software	O
.	O
</s>
<s>
Deep	O
Cognition	O
launched	O
version	O
2.0	O
of	O
Deep	B-Algorithm
Learning	I-Algorithm
Studio	I-Algorithm
at	O
NVIDIA	O
's	O
GTC	O
2018	O
Conference	O
in	O
San	O
Jose	O
,	O
CA	O
.	O
</s>
<s>
Fremont	O
,	O
CA-based	O
computing	O
products	O
supplier	O
Exxact	O
Corp	O
provides	O
desktop	O
computers	O
specifically	O
built	O
to	O
handle	O
Deep	B-Algorithm
Learning	I-Algorithm
Studio	I-Algorithm
workloads	O
.	O
</s>
<s>
Deep	B-Algorithm
Learning	I-Algorithm
Studio	I-Algorithm
is	O
available	O
in	O
two	O
versions	O
:	O
Desktop	O
and	O
Cloud	O
,	O
both	O
of	O
which	O
are	O
free	B-Application
software	I-Application
.	O
</s>
<s>
The	O
Desktop	O
version	O
is	O
available	O
on	O
Windows	B-Application
and	O
Ubuntu	B-Operating_System
.	O
</s>
<s>
Deep	B-Algorithm
Learning	I-Algorithm
Studio	I-Algorithm
can	O
import	O
existing	O
Keras	B-Algorithm
models	O
;	O
it	O
also	O
takes	O
a	O
data	O
set	O
as	O
an	O
input	O
.	O
</s>
<s>
Deep	B-Algorithm
Learning	I-Algorithm
Studio	I-Algorithm
's	O
AutoML	B-General_Concept
feature	O
allows	O
automatic	O
generation	O
of	O
deep	B-Algorithm
learning	I-Algorithm
models	O
.	O
</s>
<s>
More	O
advanced	O
users	O
may	O
choose	O
to	O
generate	O
their	O
own	O
models	O
using	O
various	O
types	O
of	O
layers	O
and	O
neural	B-Architecture
networks	I-Architecture
.	O
</s>
<s>
Deep	B-Algorithm
Learning	I-Algorithm
Studio	I-Algorithm
also	O
has	O
a	O
library	O
of	O
loss	O
functions	O
and	O
optimizers	O
for	O
use	O
in	O
hyperparameter	B-General_Concept
tuning	O
,	O
a	O
traditionally	O
complicated	O
area	O
in	O
neural	B-Architecture
network	I-Architecture
programming	O
.	O
</s>
<s>
Generated	O
models	O
can	O
be	O
trained	O
using	O
either	O
CPUs	B-Device
or	O
GPUs	B-Architecture
.	O
</s>
<s>
Trained	O
models	O
can	O
then	O
be	O
used	O
for	O
predictive	B-General_Concept
analytics	I-General_Concept
.	O
</s>
<s>
Deep	B-Algorithm
Learning	I-Algorithm
Studio	I-Algorithm
has	O
been	O
cited	O
for	O
being	O
a	O
user-friendly	O
deep	B-Algorithm
learning	I-Algorithm
tool	O
.	O
</s>
