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Commit 0759e11b authored by Edoardo Pasetto's avatar Edoardo Pasetto
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Edit JSTARS_code.py.py

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import numpy as np import numpy as np
import os import os
from sklearn.preprocessing import QuantileTransformer from sklearn.preprocessing import QuantileTransformer
import pandas as pd import pandas as pd
import matplotlib.pyplot as plt import matplotlib.pyplot as plt
from dimod.binary import BinaryQuadraticModel from dimod.binary import BinaryQuadraticModel
from dwave.system import FixedEmbeddingComposite from dwave.system import FixedEmbeddingComposite
from dwave.system import DWaveSampler from dwave.system import DWaveSampler
from sklearn.svm import SVR from sklearn.svm import SVR
from sklearn.svm import LinearSVR from sklearn.svm import LinearSVR
from sklearn.model_selection import train_test_split from sklearn.model_selection import train_test_split
from sklearn.metrics import r2_score from sklearn.metrics import r2_score
from sklearn.metrics import mean_squared_error as mse from sklearn.metrics import mean_squared_error as mse
from sklearn.gaussian_process import GaussianProcessRegressor as GPR from sklearn.gaussian_process import GaussianProcessRegressor as GPR
from sklearn.gaussian_process.kernels import DotProduct from sklearn.gaussian_process.kernels import DotProduct
from sklearn.gaussian_process.kernels import WhiteKernel from sklearn.gaussian_process.kernels import WhiteKernel
from sklearn.gaussian_process.kernels import RBF from sklearn.gaussian_process.kernels import RBF
from datetime import datetime from datetime import datetime
from sklearn.model_selection import KFold from sklearn.model_selection import KFold
from sklearn.metrics import make_scorer from sklearn.metrics import make_scorer
from sklearn.model_selection import GridSearchCV from sklearn.model_selection import GridSearchCV
from sklearn.kernel_ridge import KernelRidge from sklearn.kernel_ridge import KernelRidge
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