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Fil
Vocateur.
Workspace
Fork
Published
Clustering
By
Fil
Edited
Jul 29, 2020
Fork of
UMAP Simple Topologies
7 stars
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function
distance
(
a
,
b
)
{
return
Math
.
abs
(
a
.
x
-
b
.
x
)
+
Math
.
abs
(
a
.
y
-
b
.
y
)
;
}
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Insert cell
Insert cell
n
=
25
Insert cell
data
=
(
replay
,
Array
.
from
(
{
length
:
n
}
,
(
_
,
x
)
=>
Array
.
from
(
{
length
:
n
}
,
(
_
,
y
)
=>
(
{
x
,
y
}
)
)
)
.
flat
(
)
)
Insert cell
config
=
(
{
nComponents
:
2
,
minDist
:
0.1
,
nNeighbors
:
20
}
)
Insert cell
function
fit
(
{
data
,
config
}
)
{
const
umap
=
new
UMAP
(
config
)
;
umap
.
distanceFn
=
distance
;
return
{
result
:
umap
.
fit
(
data
)
}
;
}
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res
=
fit
(
{
data
,
config
}
)
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UMAP
=
(
await
require
(
"umap-js@1.3.2"
)
)
.
UMAP
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Insert cell
color
=
d3
.
scaleLinear
(
)
.
range
(
[
"orange"
,
"lightblue"
]
)
.
domain
(
[
0
,
n
*
n
]
)
Insert cell
d3
=
require
(
"d3@5"
)
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
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distance
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replay
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n
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data
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config
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fit
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res
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UMAP
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color
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height
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