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ffm-baseline
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71f3d64d
Commit
71f3d64d
authored
Jan 07, 2019
by
张彦钊
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修改ffm转化函数,改成features累计相加
parent
edc15147
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ffm.py
tensnsorflow/ffm.py
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tensnsorflow/ffm.py
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71f3d64d
...
...
@@ -259,7 +259,7 @@ def get_predict_set(ucity_id,model,ccity_name,manufacturer,channel):
df
[
"y"
]
=
df
[
"label"
]
.
str
.
cat
(
[
df
[
"device_id"
]
.
values
.
tolist
(),
df
[
"ucity_id"
]
.
values
.
tolist
(),
df
[
"cid_id"
]
.
values
.
tolist
(),
df
[
"y"
]
.
values
.
tolist
(),
df
[
"z"
]
.
values
.
tolist
()],
sep
=
","
)
df
=
df
.
drop
([
"z"
,
"label"
,
"device_id"
,
"cid_id"
],
axis
=
1
)
.
fillna
(
0.0
)
df
=
df
.
drop
([
"z"
,
"label"
,
"device_id"
,
"cid_id"
],
axis
=
1
)
.
fillna
(
"na"
)
print
(
"before transform"
)
print
(
df
.
shape
)
temp_series
=
model
.
transform
(
df
,
n
=
160000
,
processes
=
22
)
...
...
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