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ML
ffm-baseline
Commits
27ae8fe8
Commit
27ae8fe8
authored
Dec 19, 2018
by
张彦钊
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ffm.py
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tensnsorflow/ffm.py
View file @
27ae8fe8
...
@@ -160,6 +160,7 @@ def get_data():
...
@@ -160,6 +160,7 @@ def get_data():
df
[
"clevel1_id"
]
=
df
[
"clevel1_id"
]
.
astype
(
"str"
)
df
[
"clevel1_id"
]
=
df
[
"clevel1_id"
]
.
astype
(
"str"
)
df
[
"y"
]
=
df
[
"y"
]
.
astype
(
"str"
)
df
[
"y"
]
=
df
[
"y"
]
.
astype
(
"str"
)
df
[
"z"
]
=
df
[
"z"
]
.
astype
(
"str"
)
df
[
"z"
]
=
df
[
"z"
]
.
astype
(
"str"
)
df
[
"top"
]
=
df
[
"top"
]
.
astype
(
"str"
)
df
[
"y"
]
=
df
[
"stat_date"
]
.
str
.
cat
([
df
[
"y"
]
.
values
.
tolist
(),
df
[
"z"
]
.
values
.
tolist
()],
sep
=
","
)
df
[
"y"
]
=
df
[
"stat_date"
]
.
str
.
cat
([
df
[
"y"
]
.
values
.
tolist
(),
df
[
"z"
]
.
values
.
tolist
()],
sep
=
","
)
df
=
df
.
drop
([
"z"
,
"stat_date"
],
axis
=
1
)
.
fillna
(
0.0
)
df
=
df
.
drop
([
"z"
,
"stat_date"
],
axis
=
1
)
.
fillna
(
0.0
)
print
(
df
.
head
(
2
))
print
(
df
.
head
(
2
))
...
@@ -218,6 +219,7 @@ def get_predict_set(ucity_id,model,ccity_name):
...
@@ -218,6 +219,7 @@ def get_predict_set(ucity_id,model,ccity_name):
print
(
df
.
shape
)
print
(
df
.
shape
)
df
[
"cid_id"
]
=
df
[
"cid_id"
]
.
astype
(
"str"
)
df
[
"cid_id"
]
=
df
[
"cid_id"
]
.
astype
(
"str"
)
df
[
"clevel1_id"
]
=
df
[
"clevel1_id"
]
.
astype
(
"str"
)
df
[
"clevel1_id"
]
=
df
[
"clevel1_id"
]
.
astype
(
"str"
)
df
[
"top"
]
=
df
[
"top"
]
.
astype
(
"str"
)
df
[
"y"
]
=
df
[
"y"
]
.
astype
(
"str"
)
df
[
"y"
]
=
df
[
"y"
]
.
astype
(
"str"
)
df
[
"z"
]
=
df
[
"z"
]
.
astype
(
"str"
)
df
[
"z"
]
=
df
[
"z"
]
.
astype
(
"str"
)
df
[
"label"
]
=
df
[
"label"
]
.
astype
(
"str"
)
df
[
"label"
]
=
df
[
"label"
]
.
astype
(
"str"
)
...
...
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