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Luc Giffon
bolsonaro
Commits
31d12659
Commit
31d12659
authored
5 years ago
by
Charly Lamothe
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Fix few typos in new compute_hyperparams version.
parent
39d4540f
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!9
Resolve "Experiment pipeline"
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1 changed file
code/compute_hyperparameters.py
+3
-4
3 additions, 4 deletions
code/compute_hyperparameters.py
with
3 additions
and
4 deletions
code/compute_hyperparameters.py
+
3
−
4
View file @
31d12659
...
@@ -77,7 +77,6 @@ def compute_best_params_over_seeds(seeds, dataset_name, param_space, args):
...
@@ -77,7 +77,6 @@ def compute_best_params_over_seeds(seeds, dataset_name, param_space, args):
# Move k best_parameters to a list of dict
# Move k best_parameters to a list of dict
all_best_params
=
[
opt_result
[
'
_best_parameters
'
]
for
opt_result
in
opt_results
]
all_best_params
=
[
opt_result
[
'
_best_parameters
'
]
for
opt_result
in
opt_results
]
print
(
all_best_params
)
"""
"""
list of hyperparam dicts -> list of hyperparam list
list of hyperparam dicts -> list of hyperparam list
...
@@ -114,7 +113,7 @@ def compute_best_params_over_seeds(seeds, dataset_name, param_space, args):
...
@@ -114,7 +113,7 @@ def compute_best_params_over_seeds(seeds, dataset_name, param_space, args):
break
break
return
{
return
{
'
_scorer
'
:
opt_results
[
0
][
'
_
best_paramet
er
s
'
],
'
_scorer
'
:
opt_results
[
0
][
'
_
scor
er
'
],
'
_best_score_train
'
:
np
.
mean
([
opt_result
[
'
_best_score_train
'
]
for
opt_result
in
opt_results
]),
'
_best_score_train
'
:
np
.
mean
([
opt_result
[
'
_best_score_train
'
]
for
opt_result
in
opt_results
]),
'
_best_score_test
'
:
np
.
mean
([
opt_result
[
'
_best_score_test
'
]
for
opt_result
in
opt_results
]),
'
_best_score_test
'
:
np
.
mean
([
opt_result
[
'
_best_score_test
'
]
for
opt_result
in
opt_results
]),
'
_best_parameters
'
:
best_params
,
'
_best_parameters
'
:
best_params
,
...
@@ -153,7 +152,7 @@ if __name__ == "__main__":
...
@@ -153,7 +152,7 @@ if __name__ == "__main__":
logger
.
warning
(
'
seeds and random_seed_number parameters are both specified. Seeds will be used.
'
)
logger
.
warning
(
'
seeds and random_seed_number parameters are both specified. Seeds will be used.
'
)
# Seeds are either provided as parameters or generated at random
# Seeds are either provided as parameters or generated at random
if
args
.
use_variable_seed_number
:
if
not
args
.
use_variable_seed_number
:
seeds
=
args
.
seeds
if
args
.
seeds
is
not
None
\
seeds
=
args
.
seeds
if
args
.
seeds
is
not
None
\
else
[
random
.
randint
(
begin_random_seed_range
,
end_random_seed_range
)
\
else
[
random
.
randint
(
begin_random_seed_range
,
end_random_seed_range
)
\
for
i
in
range
(
args
.
random_seed_number
)]
for
i
in
range
(
args
.
random_seed_number
)]
...
@@ -174,6 +173,6 @@ if __name__ == "__main__":
...
@@ -174,6 +173,6 @@ if __name__ == "__main__":
for
i
in
range
(
DatasetLoader
.
dataset_seed_numbers
[
dataset_name
])]
for
i
in
range
(
DatasetLoader
.
dataset_seed_numbers
[
dataset_name
])]
dict_results
=
compute_best_params_over_seeds
(
seeds
,
dataset_name
,
dict_results
=
compute_best_params_over_seeds
(
seeds
,
dataset_name
,
DICT_PARAM_SPACE
,
args
)
DICT_PARAM_SPACE
,
args
)
save_obj_to_json
(
os
.
path
.
join
(
dataset_dir
,
'
params.json
'
),
dict_results
)
save_obj_to_json
(
os
.
path
.
join
(
dataset_dir
,
'
params.json
'
),
dict_results
)
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