GMM-概率预测

def solve():
    import pandas as pd
    import numpy as np
    from sklearn.mixture import GaussianMixture
    df = pd.read_csv(____)
    X = df.drop(____)
    gmm = GaussianMixture(____)
    gmm.fit(____)
    sample = np.array(____)
    proba = gmm.predict_proba(____)
    print('____', proba[____].round(____))