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import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import matplotlib.dates as mdates
from matplotlib import colors
import xgboost as xgb
import os
import sys
from datetime import datetime, timedelta
from time import time
from uuid import uuid4
from scipy.ndimage import convolve1d
from sklearn.metrics import make_scorer, r2_score
from sklearn.model_selection import cross_validate
import warnings
warnings.filterwarnings(action='ignore', category=UserWarning)
!pip install flaml
from flaml import AutoML