Platform
Resources
Pricing
Sign in
Get started
Daniel Russ
Workspace
Fork
Public
By
Daniel Russ
Edited
Jul 20, 2023
Insert cell
Insert cell
tf
=
require
(
"@tensorflow/tfjs"
)
Insert cell
window
.
tf
=
tf
Insert cell
use
=
await
require
(
"@tensorflow-models/universal-sentence-encoder"
)
Insert cell
use_model
=
await
use
.
load
(
)
Insert cell
viewof
xw_select
=
Inputs
.
select
(
models
.
map
(
m
=>
m
.
model
)
)
Insert cell
sw
=
import
(
"https://cdn.jsdelivr.net/gh/danielruss/soc_walk@latest/socwalk.js"
)
Insert cell
model_url
=
`https://danielruss.github.io/soc_walk_models/${
models
.
reduce
(
(
acc
,
cur
)
=>
(
xw_select
==
cur
.
model
)
?
cur
.
name
:
acc
,
""
)
}/model.json`
Insert cell
xw_model
=
sw
.
socwalk
.
load_model
(
model_url
)
Insert cell
Insert cell
viewof
input_csv_data
=
Inputs
.
file
(
{
label
:
"Input data"
,
accept
:
".csv"
,
required
:
true
}
)
Insert cell
input_data
=
input_csv_data
.
csv
(
)
Insert cell
models
=
[
{
system
:
"soc1980"
,
model
:
"20230713.soc1980"
,
name
:
"socwalk_2023_07_13_js"
}
,
{
system
:
"noc2011"
,
model
:
"20230717.noc2011"
,
name
:
"socwalk_noc_2023_07_17_js"
}
]
Insert cell
Purpose-built for displays of data
Observable is your go-to platform for exploring data and creating expressive data visualizations. Use reactive JavaScript notebooks for prototyping and a collaborative canvas for visual data exploration and dashboard creation.
Try it for free
Learn more
Fork
View
Export
Edit
Add comment
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
tf
Add comment
Copy import
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
Add comment
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
use
Add comment
Copy import
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
use_model
Add comment
Copy import
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
xw_select
Add comment
Copy import
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
sw
Add comment
Copy import
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
model_url
Add comment
Copy import
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
xw_model
Add comment
Copy import
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
Edit
Add comment
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
input_csv_data
Add comment
Copy import
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
input_data
Add comment
Copy import
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
models
Add comment
Copy import
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML