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ML
ffm-baseline
Commits
24b37faf
Commit
24b37faf
authored
Jan 03, 2019
by
张彦钊
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add liuxao
parent
4970f80d
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6 additions
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6 deletions
+6
-6
ffm.py
tensnsorflow/ffm.py
+6
-6
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tensnsorflow/ffm.py
View file @
24b37faf
...
...
@@ -157,6 +157,12 @@ def get_data():
6
:
"device_type"
,
7
:
"manufacturer"
,
8
:
"channel"
,
9
:
"top"
,
10
:
"time"
,
11
:
"device_id"
})
print
(
"esmm data ok"
)
# print(df.head(2))
liuxiao
=
df
[(
df
[
"device_id"
]
==
"358035085192742"
)
&
(
df
[
"y"
]
==
"1"
)]
liuxiao
.
to_csv
(
path
+
"beforeliuxiao.csv"
,
index
=
False
)
print
(
liuxiao
.
head
())
liuxiao
=
df
[(
df
[
"device_id"
]
==
"358035085192742"
)
&
(
df
[
"y"
]
==
1
)]
liuxiao
.
to_csv
(
path
+
"1beforeliuxiao.csv"
,
index
=
False
)
print
(
liuxiao
.
head
())
df
[
"clevel1_id"
]
=
df
[
"clevel1_id"
]
.
astype
(
"str"
)
...
...
@@ -165,12 +171,6 @@ def get_data():
df
[
"top"
]
=
df
[
"top"
]
.
astype
(
"str"
)
df
[
"y"
]
=
df
[
"stat_date"
]
.
str
.
cat
([
df
[
"device_id"
]
.
values
.
tolist
(),
df
[
"y"
]
.
values
.
tolist
(),
df
[
"z"
]
.
values
.
tolist
()],
sep
=
","
)
liuxiao
=
df
[(
df
[
"device_id"
]
==
"358035085192742"
)
&
(
df
[
"y"
]
==
"1"
)]
liuxiao
.
to_csv
(
path
+
"beforeliuxiao.csv"
,
index
=
False
)
print
(
liuxiao
.
head
())
liuxiao
=
df
[(
df
[
"device_id"
]
==
"358035085192742"
)
&
(
df
[
"y"
]
==
1
)]
liuxiao
.
to_csv
(
path
+
"1beforeliuxiao.csv"
,
index
=
False
)
print
(
liuxiao
.
head
())
df
=
df
.
drop
([
"z"
,
"stat_date"
,
"device_id"
],
axis
=
1
)
.
fillna
(
0.0
)
print
(
df
.
head
(
2
))
...
...
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