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From YouTube: NuPIC Development Progress Review - Oct 30, 2015
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B
A
A
But
there's
a
couple
things
that
I
that
I
want
to
highlight
again
similar
to
what
we
did
last
time:
I'm
not
going
to
go
over
everything
first
off
is
our
epic
or
is
still
quite
a
bit
ahead
of
new
pics.
That's
still,
that
is
still
the
situation.
We're
still
waiting
on
some
noob
Accord
build
build,
was
to
fall
in
the
right
places
and
some
windows
things
to
get
cleaned
up
while
I'm
on
the
subject.
Maybe
this
is
a
good
time
for
Scott
to
say
something
about
that.
If
you
have
anything
Scott.
B
Yeah
we
just
got
into
a
spot
where
we
had
too
many
different,
build
things
going
into
new
pic
or
the
windows
build
from
Richard
some
stuff
that
Shane
was
working
on
and
then
my
work
trying
to
get
you
know
just
the
general
build
changes
and
trying
to
get
it
back
in
sync,
linear
pic.
So
the
windows
and
chains
work
is
all
merged,
so
I'll
be
working
on
that
with
high
priority.
A
Ok
but
high
priority
get
the
guitars
repos
synced
back
up,
which
is
good.
So
all
of
our
open
pull
requests.
There
are
16
open.
Seven
of
them
have
been
open
for
a
while
or
over
a
month,
and
almost
all
of
those
are
marks.
So
we
have
this
bad
trend
of
Mark.
Having
a
bunch
of
open
floor
requests
that
we
can't
merge.
A
A
But
there's
a
couple
of
them
that
I've
kind
of
pushed
on
on
Scott
or
Scott
to
assign
to
somebody
or
do
something
with,
but
I'm
not
going
to
go
over
each
one
of
them.
A
A
I
would
still
love
to
remove,
remove
the
support
repos
from
the
build,
but
after
talking
to
Scott
I'm
gonna
wait
for
further
these
other
things
to
fall
into
place,
because
that
just
adds
more
build
complexity
that
we
don't
need
right
now.
So
once
things
settle
down
and
we
get
everything
back
to
synced,
I
think
I
do
want
to
reattach
this
and
that
will
decrease
the
complexity
overall.
A
C
A
Okay,
so
good
richard
continues
to
be
helpful,
excellent
other
other
than
that
I.
Don't
have
anything
from
the
project
management
standpoint.
There's
a
lot
of
progress
being
made
so
I
don't
want
to
can't
really
complain,
we'll
get
our
build
system
cleaned
up.
D
Not
not
too
much
to
tell
we,
we
are.
We
just
released
another
version,
0.64
alpha,
that's
up
on
maven
central
right
now
and
all
of
the
related
example
code
in
HTML
java
examples
have
have
been
updated
and
they're
executable
jurors
have
been
reechaard
and
the
classes
have
been
updated.
So
so
everything
is
in
accordance
with
and
what
everything
is
in
sync.
The
examples
are
in
sync,
with
the
major
the
core
code:
I
had
to
I.
D
D
He
has
reworked,
because
we
had
a
sparse
matrix
class
is
that
you
stay
a
an
array
as
a
backing
array
and
it
it
basically
doubled
the
memory
that
was
in
using
he
needs.
You
know
he
needs
he's
really
kind
of
are
stressed
for
memory
in
his
implementation
because
he's
using
a
huge
HTM,
so
he
basically
reworked
the
sparse
matrix
class
so
that
it
uses
half
the
memory
and
then
he's
recently
like
a
couple
of
days
ago,
made
another
advancement
with
it
and
sped
it
up.
C
A
D
On
and
you
haven't
heard
the
news
that
this
was
updated,
you
know
you
can
go
ahead
and
download
it
now,
each
team's
a
job
because
it's
it's
a
it's
certified
working,
so
so
that's
available
for
the
HTM
challenge,
people
and,
and
likewise
so
that's
about
it.
So.
A
D
He's
just
got
a
huge
matrix
that
he's,
I
can't
remember,
I
think
it's
2048
x
2048,
in
other
words,
he's
using
like
he's,
got
it
like
a
32
gigabyte,
HTM
arm
and
he
cut
it
down
to
16
gigabytes
so
and
that's
about
the
most
we
can
cut
it
down.
Oh
no,
it
is-
and
actually
I
wanted
to.
I
was
mentioning
that
we
might
introduce
a
bitmap
class
like
roaring
bitmaps.
It
specializes
in
fast
bid
man.
C
D
A
Cool
I
like
personal
projects,
so
guys
in
the
office
Scott.
Do
you
have
anything
we
should
bring
up
while
everybody's
in
the
same
room
for
the
new
pic
team?
No,
do
you
guys
mind
if
I
take
this
chance
to
run
over
the
HTML
and
submissions?
We
have
go.
A
Let
me
do
that,
so
here's
our
current
submissions
I
think
we
have
13
now
as
this
this
first
one
AI
909
is
a
drum
machine
that
generates
breakbeats
with
HD,
ms,
it
runs
on
top
of
HTM
java
I.
Think
Taylor,
pier
is
a
cortical
IOT
member
created
that
I
haven't
like
try
it
out
all
of
these,
I'm
just
going
to
given
you
the
impression
that
get
from
reading
them
and
improving
them.
This
Clairvaux
is
an
interesting
one.
A
It's
trying
to
to
predict
armed
conflicts
in
Africa,
so
there's
this
there's
this
really
kind
of
interesting
armed
conflict
database
for
Africa
and
Europe,
and
he's
trying
to
use
that
to
and
I
don't
know
exactly.
How
is
how
he's
gonna
do
it?
He
has
a
plan
I
think
it's
really
interesting,
but
I
just
want
to
see
what
it
comes
up
to,
but
he
wants
to
try.
You
know
this
is
a
way
for
him
to
learn
about
html5.
A
Is
a
shin,
so
I
just
thought
this
was
a
cool
project
whether
it
go.
It
does
something
interesting
with
it
or
not.
It's
very
cool
to
try
this
knowledge
graphs
with
HTM
is
an
LP
application
that
the
chandan
created
to
try
and
create
this.
If
you
had
know
what
a
knowledge
graph
is,
it's
like
associations
between
objects
and
how
their
associated
so
he
wants
to
try
and
train
or
create
knowledge
graphs
based
on
a
text
processing
with
HTM
the
okay.
A
I
should
mention
by
the
way
some
of
these
are
going
to
be
what
I'm
calling
innovation
projects
or
projects
that
are
not
applications
of
HTM.
They
are
just
innovation,
innovative
uses
of
it.
So
that's
sort
of
a
different
category.
They
will
not
be
judged
by
the
judges,
because
the
judges
are
more
layman.
A
That's
the
case
for
this
one
which
is
Eric
Larkins
and
he's
using
some
I,
don't
understand
what
this
is
but
column,
swarm,
reinforcement,
learning,
I've,
read
a
bunch
of
about
it
and
he
has
some
details
here.
So
it's
a
bit
orthogonal
to
HTM,
but
it
makes
heavy
use
of
properties
of
SDRs
and
I.
Think
it's
interesting
enough
to
at
least
showcase,
so
we're
going
to
do
it.
Marcus
Lewis's
is
trying
to
hook
up
comp
or
text
visualization
to
new
pic
which
I
thought
was
going
to
be
very
difficult
for
me.
A
Did
he
said
no
I've
already
got
it
working
so
that
will
be
really
cool.
If
you
know
what
comport
x
is,
is
it's
a
all
the
neat
visualizations
that
we
see
coming
out
of
Marcus
and
Felix
from
comport
X?
Hopefully
we'll
get
some
subset
of
that
working
straight
out
of
new
pic,
which
would
be
really
cool
and
there's.
A
This
nostromo,
which
is,
of
course,
is
David,
raised
geospatial
application
that
he's
building
on
top
of
HTM
Java,
not
much
detail
here,
but
there's
a
bunch
of
detail
and
has
read
me
and
working
code
I
believe
no,
not
this
doesn't
have
working
code.
Does
it
David
you're,
still
working
on
the
FX
maps
right.
A
So
David's
building
the
world
before
he
can
build
the
things
on
top
of
it,
but
it
still
looks
cool,
oh
weird
it.
Okay,
there
we
go
next.
Brain
squared
is
a
Marion's
team
of
EEG,
mad
scientists
trying
to
do
classification
of
EEG
data.
So
this
is
an
ongoing
interest
of
Marion's
even
before
she
joined
amenta.
To
try
and
do
that
here.
A
We've
got
an
air
traffic
anomaly
detector,
so
it's
another
geospatial
application
created
by
my
clothes
Jetta,
and
it
has
a
friend
of
his
working
on
the
user
interface
I
need
to
check
up
with
them
and
see
how
far
they're
going
how
far
they're
getting.
But
this
is
actually
built
on
top
of
HTM
Java
as
well.
It
uses
my
clochette
as
HTM,
no
clue
project,
which
is
a
way
of
scaling
HTM.
A
So
we
can
run
lots
of
anomaly
models
at
once,
which
is
what
this
needs
for
all
the
aircraft
and
we
have
the
HTM
for
Adelaide
arterial
traffic
flow
using
HTM,
so
I've
been
I've
been
working
with
this
guy
Jonathan
he's
got
lots
of
great
traffic
data
from
Australia
and
he's
trying
to
identify
traffic
incidents
at
certain
intersections.
They
intersections
and
flagged
them
as
they
happen,
so
I
think
that's
going
well
and
he
has
really
has
a
supercomputer
he's
using,
so
he
can
do
process
a
lot
of
data
very
quickly,
hey
Chayton,
since
you're.
C
Yes,
so
Jaden
anomaly
is
it's
an
example
of
a
new
pic
for
that
you
can
use
with
your
own
google
hangouts
data,
so
you'll
be
able
to
download
google
hangouts
data
from
Google
takeout,
which
is
the
service
that
google
provides
then
feed
it
through
this
will.
This
will
give
you
an
ability
to
feed
that
through
the
pic
and
get
doing
all
detection
on
your
hangouts,
the
message
activity
in
your
hangouts
over
time
and
the
future
other
applications
of
that
would
be
detecting
anomalies
in
any
message.
Activity
in
group
conversations
online
very.
A
So
to
you
know,
identify
that
your
are
dried
is
going
to
fail,
which
would
be
very,
very
useful,
so
I've
been
working
with
him
on
associate
I
on
that.
This
is
ken's,
ECG
and
HTM.
So
he's
got
a
really
interesting
application,
he's
going
to
try
and
identify
abnormal
heart
heart
rhythms,
and
we've
been
talking
to
him
on
the
mailing
list
about
the
about
that
too.
So
this
is
a
classic
signal.
A
Analysis
problem
that
that
I
feel
like
a
new
pic
is
well
suited
for
if
we
could
just
figure
out
some
of
the
key
questions
there
and
then
a
reading
I,
which
this
is
from
gari
I,
think
suba
tell
you
might
understand
this
more
than
me,
but
it's
a
it's
a
visual
problem
and
she's
trying
to
make
some
type
of
I
simulator
to
saccade
over
the
over
characters
and
and
read
characters
so
similar
to
stuff
that
we've
done
within
Ennis,
so
I'm
interested
to
see
what
he
comes
up
with
there.
A
Okay,
that's
it
that's
my
update
on
our
AC
of
challenge,
submission
so
I'm
happy
with
those
I
hope
that
a
good
percentage
of
them
drive
to
completion
and
have
a
demo
video
ready
in
a
couple
weeks.
Otherwise,
that's
all
I
have
guys
on
my
end,
thanks
for
joining.
If
there's
nothing
else.
Oh
thanks
man!
It's
you
chat
with
you
on
the
mailing
lists,
see.