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orkad-public
peaceword
Commits
fb277e97
Commit
fb277e97
authored
2 months ago
by
Caron Olivier
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save models as text
parent
f6728ceb
Branches
main
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load_model.py
+22
-10
22 additions, 10 deletions
load_model.py
with
22 additions
and
10 deletions
load_model.py
+
22
−
10
View file @
fb277e97
...
...
@@ -15,8 +15,18 @@ from gensim.models.word2vec import Word2Vec
import
sys
import
gensim.downloader
as
api
import
sys
import
csv
def
save_model_as_text
(
filelocation
,
model
):
with
open
(
filelocation
,
"
w
"
)
as
f
:
f
.
write
(
f
"
{
len
(
model
.
wv
)
}
{
model
.
vector_size
}
\n
"
)
for
word
in
model
.
wv
.
key_to_index
.
keys
():
f
.
write
(
word
)
for
value
in
model
.
wv
[
word
]:
f
.
write
(
f
"
{
value
:
.
15
f
}
"
)
f
.
write
(
"
\n
"
)
def
main
():
...
...
@@ -30,7 +40,9 @@ def main():
corpus
=
api
.
load
(
sys
.
argv
[
1
])
model
=
Word2Vec
(
corpus
)
model
.
save
(
f
"
./models/
{
sys
.
argv
[
1
]
}
"
)
save_model_as_text
(
f
"
./models/vectors_
{
sys
.
argv
[
1
]
}
.txt
"
,
model
)
print
(
f
"
INFO :: model Trained
{
sys
.
argv
[
1
]
}
saved in ./models
"
)
print
(
f
"
INFO :: word vectors vectors_
{
sys
.
argv
[
1
]
}
.txt saved in ./models
"
)
if
__name__
==
'
__main__
'
:
...
...
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