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add kwargs, reduce duplicated code

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robcaulk
2022-09-07 18:58:55 +02:00
parent 97077ba18a
commit 4c9ac6b7c0
7 changed files with 31 additions and 30 deletions
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10
freqtrade/freqai/prediction_models/CatboostRegressor.py
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@@ -1,10 +1,9 @@
import gc
import logging
from typing import Any, Dict
from catboost import CatBoostRegressor, Pool
from freqtrade.freqai.data_kitchen import FreqaiDataKitchen
from freqtrade.freqai.data_kitchen import FreqaiDataKitchen
from freqtrade.freqai.prediction_models.BaseRegressionModel import BaseRegressionModel
@@ -18,7 +17,7 @@ class CatboostRegressor(BaseRegressionModel):
has its own DataHandler where data is held, saved, loaded, and managed.
"""
def fit(self, data_dictionary: Dict, dk: FreqaiDataKitchen) -> Any:
def fit(self, data_dictionary: Dict, dk: FreqaiDataKitchen, **kwargs) -> Any:
"""
User sets up the training and test data to fit their desired model here
:param data_dictionary: the dictionary constructed by DataHandler to hold
@@ -39,10 +38,7 @@ class CatboostRegressor(BaseRegressionModel):
weight=data_dictionary["test_weights"],
)
if dk.pair not in self.dd.model_dictionary or not self.continual_learning:
init_model = None
else:
init_model = self.dd.model_dictionary[dk.pair]
init_model = self.get_init_model(dk.pair)
model = CatBoostRegressor(
allow_writing_files=False,