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itmo-nccr-code
FEDOT-LLM
Commits
cfed4dfb
Commit
cfed4dfb
authored
4 months ago
by
Lopa10ko
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feat: add FEDOT.Industrial template
parent
6f7d4c5a
main
HEAD
multimodal
predict
ts-clf-example
1 merge request
!6
Added timeseries classification example via Fedot.Industrial
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fedot_llm/agents/automl/templates/fedot_industrial
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cfed4dfb
###
FEDOT
.
Industrial
###
#
FEDOT
.
Industrial
AutoML
framework
for
training
the
mode
model
=
FedotIndustrial
(
problem
={%
problem
%},
industrial_strategy
={%
industrial_strategy
%},
timeout
={%
timeout
%},
seed
={%
seed
%},
cv_folds
={%
cv_folds
%},
metric
={%
metric
%},
with_tuning
=
True
,
logging_level
=
20
)
model
.
fit
(
input_data
=
train_data
)
#
this
is
the
training
step
,
after
this
step
variable
‘
model
‘
will
be
a
trained
model
#
Save
the
pipeline
pipeline
,
api_controller
=
model
.
solver
,
model
.
api_controller
if
api_controller
.
condition_check
.
solver_is_fedot_class
(
pipeline
):
pipeline
=
pipeline
.
current_pipeline
pipeline
.
save
(
path
=
PIPELINE_PATH
,
create_subdir
=
False
,
is_datetime_in_path
=
False
)
return
model
###
FEDOT
.
Industrial
###
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