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gm_mab
Commits
a7d823f1
Commit
a7d823f1
authored
Apr 21, 2020
by
段英荣
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parent
bff3ad9e
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Linucb.py
linucb/core/Linucb.py
+3
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linucb/core/Linucb.py
View file @
a7d823f1
...
...
@@ -156,8 +156,8 @@ class LinUCB:
for
tag_id
in
tag_list
:
init_dict
=
{
"Aa"
:
np
.
identity
(
cls
.
d
),
"theta"
:
np
.
zeros
((
cls
.
d
,
1
)),
"ba"
:
np
.
zeros
((
cls
.
d
,
1
)),
"theta"
:
np
.
zeros
((
cls
.
d
,
49
1
)),
"ba"
:
np
.
zeros
((
cls
.
d
,
49
1
)),
"AaI"
:
np
.
identity
(
cls
.
d
)
}
pickle_data
=
pickle
.
dumps
(
init_dict
)
...
...
@@ -195,7 +195,7 @@ class LinUCB:
ori_redis_tag_dict
=
pickle
.
loads
(
ori_redis_tag_data
)
new_Aa_matrix
=
ori_redis_tag_dict
[
"Aa"
]
+
np
.
dot
(
xa
,
xaT
)
new_AaI_matrix
=
np
.
linalg
.
solve
(
new_Aa_matrix
,
np
.
identity
(
cls
.
d
))
new_ba_matrix
=
ori_redis_tag_dict
[
"ba"
]
+
r
*
xa
T
new_ba_matrix
=
ori_redis_tag_dict
[
"ba"
]
+
r
*
xa
user_tag_dict
=
{
"Aa"
:
new_Aa_matrix
,
...
...
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