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memoizing the neighbors function over graphs
2010-11-24
Eric
Schulte
m
emo
i
zi
n
g
the neighb
o
rs
f
unction
o
ver graph
s
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tree
2010-11-24
E
r
i
c
S
c
hu
l
te
pr
i
n
ts
num of
t
rain
i
ng point
s
appli
e
d every second
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2010-11-23
Eri
c
S
c
hul
t
e
cach
i
ng nearest neighbor i
n
formation for s
p
eedier som
.
.
.
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2010-11-23
E
r
ic S
c
h
u
l
te
seems
t
o be
w
o
r
k
i
ng using ta
u
s
for time decay of sigm
a
.
.
.
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2010-11-19
Eric
S
chulte
more options for the som-
e
xp scri
p
t,
and example video
.
.
.
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tree
2010-11-19
Eric Schulte
som-exp script for running som
e
xperiment
s
with
a gui
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tree
2010-11-18
Eric Schulte
som gui
-
- show training points and
w
eights over time
.
.
.
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2010-11-18
Eric Sc
h
ulte
initial som gui
c
o
de (can draw a moving
m
ap of n
e
urons
.
.
.
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tree
2010-11-18
Eric
S
chulte
renaming
neural-net
.
se
l
f-organiz
i
ng
-
m
a
ps to neural
.
.
.
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2010-11-18
Eri
c
S
c
hu
l
te
whites
p
ace c
h
anges
commit
|
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tree
2010-11-17
E
r
ic
Schulte
added
se
l
f
-
organizing-maps to the front
p
age
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tree
2010-11-17
Eric Sc
h
u
lte
initial
implementa
t
ion
of self organizing maps
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|
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tree
2010-11-17
Eric
Schu
l
te
`neighbors'
returns
a
v
e
r
ti
c
es nei
g
hbors in
a
g
raph
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|
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tree
2010-11-17
Eric Schulte
self organi
z
ing (Kohon
e
n) maps are o
n
dec
k
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|
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tree
2010-11-17
Er
i
c Schulte
i
g
noring the file of raw training
d
ata
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|
commitdiff
|
tree
2010-11-17
Eric
S
ch
u
lte
m
aximu
m
run
s
option
i
n
the ra
d
ial basis e
x
periment
.
.
.
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|
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tree
2010-11-17
Er
i
c Schulte
m
e
an a
n
d standard
deviation functions in util
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tree
2010-11-16
Eric Schult
e
u
pdat
i
ng
t
h
e
front page to re
f
lect the new
respo
n
sib
i
l
i
tie
s
.
.
.
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|
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tree
2010-11-16
Eri
c
Schulte
now showi
n
g correct r
e
sults in example pe
r
c
eptron usage
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|
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tree
2010-11-16
Eric
S
c
h
ulte
adding
a
script
f
or running
radial-basis ex
p
e
riments
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|
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tree
2010-11-16
Er
i
c Schulte
adding a simple k-mean
s
i
m
plem
e
ntatio
n
fo
r
use
b
y radial
.
.
.
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|
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2010-11-16
Eric Schulte
radial
-
basis
neurons and back-pr
o
pagation
n
eurons are
.
.
.
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|
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2010-11-16
Eric Schulte
sep
a
ra
t
ing out
u
tility functions into their ow
n
ns
commit
|
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|
tree
2010-11-16
Eric
Schulte
fixed per
c
eptron bug
commit
|
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tree
2010-11-16
Eric
S
chulte
r
enamed to conform to
j
ava namin
g
conven
t
io
n
s
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|
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2010-11-16
E
ric Schulte
init
i
al
i
mplementa
t
i
o
n of radial-ba
s
is neurons
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|
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2010-11-16
Er
i
c Schulte
m
o
v
ing back-pro
p
agating to
b
ack_p
r
o
p
agation
.
clj
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2010-11-16
Eric
S
c
hu
l
te
giving
p
hi functio
n
control over
input collection a
n
d
.
.
.
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|
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2010-11-13
Eric Schulte
update the f
r
o
n
t page to reflect arbitrary graph e
v
a
luation
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|
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2010-11-12
E
ri
c
Schul
t
e
Graph:train
is cleaned
u
p a
n
d w
o
rk
i
ng
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|
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2010-11-12
Eric Schu
l
te
Graph:
t
rain
s
eems to
b
e working
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|
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2010-11-12
Er
i
c Schulte
g
e
tting started on Grap
h
:train
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|
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2010-11-12
E
r
i
c
S
chulte
clean
u
p c
o
de usi
n
g set operatio
n
s
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|
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|
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2010-11-12
Eri
c
S
chulte
using cloj
u
re
.
se
t
, G
r
aph runni
n
g using fold-dep
s
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|
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|
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2010-11-11
Eri
c
Schu
l
te
running is working on
a
n
arbitrary Graph
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|
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2010-11-11
E
ric Schu
l
te
g
et
t
ing sta
r
t
ed
o
n
Gr
a
p
h
:train
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|
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2010-11-11
E
r
ic
Schulte
nicer looking code in Graph:
r
un
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|
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2010-11-11
Eri
c
S
c
h
ulte
r
u
nning ove
r
graphs seems to be
w
o
rk
i
n
g
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|
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|
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2010-11-11
Eric Schulte
stubbed out
run
over
g
rap
h
s but recurse
s
infinitely
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|
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2010-11-11
Eric Sch
u
lte
getting s
t
arted on arbitra
r
y gr
a
p
h
representation
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|
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2010-11-10
Eric Sc
h
u
lte
putting
together a
n
ice intro
d
uctory
p
ag
e
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|
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|
tree
2010-11-10
Er
i
c S
c
hulte
activation-func
t
ions
.
clj: removed defunct require
m
e
nt
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|
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|
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2010-11-10
Eric Schulte
adding some si
m
ple tests
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|
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|
tree
2010-11-10
E
ric S
c
hulte
splitting out the perceptron and back-pro
p
agation func
t
ions
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|
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|
tree
2010-11-10
Eric S
c
h
ulte
more specific re
a
dme
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|
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|
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2010-11-10
Eri
c
S
chult
e
int
r
oduction wi
t
h usage
e
xamples
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|
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|
tree
2010-11-10
Eric S
c
hult
e
v
e
ctor evalua
t
ion ensu
r
e
s incremental results
are vect
o
rs
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|
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|
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2010-11-10
Er
i
c
Schul
t
e
moving code into place
commit
|
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|
tree
2010-11-10
Eric
Schulte
Merge b
r
anc
h
'master'
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|
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|
tree
2010-11-10
Eric Schulte
initial com
m
i
t
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|
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|
tree
2010-11-10
E
ric Schulte
re
m
ove math
d
epe
n
d
ency
commit
|
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|
tree
2010-11-10
E
ric Schulte
re-organize function defin
i
tions
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|
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|
tree
2010-11-10
Eric
S
chulte
r
emoving `learn' function
commit
|
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|
tree
2010-11-10
Eric Schu
l
te
fixed issue with mu
l
ti-layer back
p
ropag
a
t
i
on
l
e
arning
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|
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|
tree
2010-11-09
Eric Sc
h
ulte
r
e
moving the
`spec' function
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|
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|
tree
2010-11-09
Eric S
c
hulte
work
i
n
g
w
i
th single-n
e
u
r
on
b
ack propagation
training
commit
|
commitdiff
|
tree
2010-11-09
Eric Schul
t
e
a
d
d
e
d `collect' fo
r
structu
r
ed value co
l
l
e
ction from
.
.
.
commit
|
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|
tree
2010-11-09
Eric Schulte
get
t
ing started on train
i
ng for vect
o
rs and l
i
sts
commit
|
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|
tree
2010-11-09
Eric
Schulte
s
i
mple perc
e
p
tron learning -- bin
a
ry re
p
rese
n
tations
commit
|
commitdiff
|
tree
2010-11-09
Eri
c
Schult
e
stubbed
o
ut training methods
commit
|
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|
tree
2010-11-09
Eric
S
chulte
a com
m
e
n
t
or tw
o
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|
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|
tree
2010-11-09
E
ric Schulte
fold
checking
fun
c
tion in
t
o the protocol
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|
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|
tree
2010-11-09
Eric Schulte
a functio
n
for check
i
ng that the inpu
t
s match the outpu
t
s
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|
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|
tree
2010-11-08
E
r
ic
S
c
hult
e
all examples now working under the c
u
rr
e
nt
setup
commit
|
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|
tree
2010-11-06
Eric Schulte
back-prop le
a
rning see
m
s to be
w
orkin
g
over a
l
l
n
e
uron
.
.
.
commit
|
commitdiff
|
tree
2010-11-05
Eric Schulte
back-prop l
e
arning is working on sin
g
le neurons and
.
.
.
commit
|
commitdiff
|
tree
2010-11-05
E
ric Schulte
per
c
eptron lear
n
ing
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|
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|
tree
2010-11-05
Eric S
c
hulte
backi
n
g out arbitr
a
ry graph structures for now
commit
|
commitdiff
|
tree
2010-11-05
Eric S
c
hu
l
te
digging myself deeper wi
t
h arbi
t
rary graph structures
commit
|
commitdiff
|
tree
2010-11-05
Eric Schul
t
e
renamin
g
the proto
c
o
l: NeuralEle
m
e
n
t -> Neural
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|
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|
tree
2010-11-05
Eric S
c
h
u
lte
removing
un-required
d
efr
e
cord
commit
|
commitdiff
|
tree
2010-11-05
Er
i
c
Schulte
a
d
d
ing s
u
pp
o
rt fo
r
arbi
t
rary graphs st
r
uctured nets
.
.
.
commit
|
commitdiff
|
tree
2010-11-04
Er
i
c Schulte
whitespac
e
shuffle
,
M-;
i
n em
a
cs to align sing
l
e-;
.
.
.
commit
|
commitdiff
|
tree
2010-11-04
Eric Sch
u
lte
clean
i
ng out pre
-
DSL implem
e
n
tations
commit
|
commitdiff
|
tree
2010-11-04
Eric Schu
l
te
s
l
i
ght
re
f
acto
r
i
n
g
commit
|
commitdiff
|
tree
2010-11-04
Er
i
c Sch
u
lte
g
o
od fundamental structu
r
al
commit
|
commitdiff
|
tree
2010-11-04
Eric Sch
u
l
te
g
etting st
a
rted on a D
S
L approach
commit
|
commitdiff
|
tree
2010-11-04
Eric Schulte
splitti
n
g
o
ut utility
f
unct
i
on
s
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|
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|
tree
2010-11-03
Eric Schulte
running e
v
aluat
i
on and b
a
ck-
p
rop in parallel o
v
er each
.
.
.
commit
|
commitdiff
|
tree
2010-11-03
Eric Schulte
some
h
and test
i
ng commented
o
u
t
a
t
the
end
.
.
.
commit
|
commitdiff
|
tree
2010-11-03
Er
i
c Schult
e
a
d
ding a
c
lassification
-
error func
t
ion
(
unte
s
ted)
commit
|
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|
tree
2010-11-03
Eric Sch
u
lte
a
d
ding
c[a
d
]
+
r function
s
commit
|
commitdiff
|
tree
2010-11-03
E
ric Schul
t
e
updatin
g
dat
a
, re-center
e
d on the ori
g
in
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|
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|
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2010-11-02
E
r
ic Schulte
seem
s
to be working, if slowly
.
.
.
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|
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|
tree
2010-10-31
Eric Schulte
starte
d
look
i
ng
a
t epic error
commit
|
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|
tree
2010-10-31
Eric Sch
u
lte
breaking
out the co
d
e
into
s
eparate source-c
o
de fi
l
es
commit
|
commitdiff
|
tree
2010-09-04
Eric Schulte
i
n
it
i
a
l
c
o
mmit: concurren
t
neural
n
e
t
work
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|
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