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44 lines
838 B
Python
44 lines
838 B
Python
# %%
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import joblib
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import sys
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sys.path.append("./codes")
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sys.path.append("./regressors")
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import create_traindata
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import one_regressor
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import stacking_regressor
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import linear_sum_regressor
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import linear_study
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import one_nn
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# %%
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# create train data
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seed = 514
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create_traindata.create_train_data(seed=seed)
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# %%
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# load data
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seed = 514
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train_test_data = joblib.load(f"create_datas/seed_{seed}.td")
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# %%
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# test one regressor
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one_regressor.train_one_models(train_test_data)
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# %%
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# test stacking method
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stacking_regressor.stacking_train(train_test_data)
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# %%
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# test linear combination
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linear_sum_regressor.only_linear(train_test_data)
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# %%
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# test linear study method
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linear_study.study_linear(train_test_data)
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# %%
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# seed = 514
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# train_test_data = joblib.load(f"create_datas/seed_{seed}.td")
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one_nn.train_one_models(train_test_data)
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# %%
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