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esde
machine-learning
MLAir
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!318
Resolve "release v1.4.0"
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Resolve "release v1.4.0"
release_v1.4.0
into
master
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Ghost User
requested to merge
release_v1.4.0
into
master
3 years ago
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229
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#317 (closed)
Edited
3 years ago
by
Ghost User
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b5f3f9ec
renamed lazy_loading to lazy_preprocessing
· b5f3f9ec
leufen1
authored
4 years ago
mlair/data_handler/data_handler_kz_filter.py
+
9
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@@ -8,6 +8,7 @@ import numpy as np
import
pandas
as
pd
import
xarray
as
xr
from
typing
import
List
,
Union
from
functools
import
partial
from
mlair.data_handler.data_handler_single_station
import
DataHandlerSingleStation
from
mlair.data_handler
import
DefaultDataHandler
@@ -83,6 +84,14 @@ class DataHandlerKzFilterSingleStation(DataHandlerSingleStation):
return
self
.
history
.
transpose
(
self
.
time_dim
,
self
.
window_dim
,
self
.
iter_dim
,
self
.
target_dim
,
self
.
filter_dim
).
copy
()
def
_create_lazy_data
(
self
):
return
[
self
.
_data
,
self
.
meta
,
self
.
input_data
,
self
.
target_data
,
self
.
cutoff_period
,
self
.
cutoff_period_days
]
def
_extract_lazy
(
self
,
lazy_data
):
_data
,
self
.
meta
,
_input_data
,
_target_data
,
self
.
cutoff_period
,
self
.
cutoff_period_days
=
lazy_data
f_prep
=
partial
(
self
.
_slice_prep
,
start
=
self
.
start
,
end
=
self
.
end
)
self
.
_data
,
self
.
input_data
,
self
.
target_data
=
list
(
map
(
f_prep
,
[
_data
,
_input_data
,
_target_data
]))
class
DataHandlerKzFilter
(
DefaultDataHandler
):
"""
Data handler using kz filtered data.
"""
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