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Update app.py
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app.py
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@@ -10,6 +10,33 @@ from huggingface_hub import hf_hub_download
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import pickle
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import uuid
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from pathlib import Path
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app = Flask(__name__)
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import pickle
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import uuid
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from pathlib import Path
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import numpy as np
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import pandas as pd
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import seaborn as sns
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import matplotlib as mpl
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import matplotlib.pyplot as plt
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import matplotlib.pylab as pylab
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from sklearn.preprocessing import OneHotEncoder, LabelEncoder
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from sklearn.model_selection import train_test_split
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from sklearn.preprocessing import StandardScaler
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from sklearn.decomposition import PCA
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from sklearn.pipeline import Pipeline
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from sklearn.tree import DecisionTreeRegressor
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from sklearn.ensemble import RandomForestRegressor
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from sklearn.linear_model import LinearRegression
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from xgboost import XGBRegressor
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from sklearn.neighbors import KNeighborsRegressor
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from sklearn.model_selection import cross_val_score
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from sklearn.metrics import mean_squared_error
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from sklearn import metrics
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from sklearn.model_selection import train_test_split
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from sklearn.pipeline import Pipeline
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from sklearn.preprocessing import PowerTransformer, StandardScaler
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from sklearn.ensemble import RandomForestRegressor
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from sklearn.model_selection import train_test_split, cross_val_score, RandomizedSearchCV
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import lightgbm as lgb
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from catboost import CatBoostRegressor
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from sklearn.ensemble import StackingRegressor
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app = Flask(__name__)
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