dalex - more explanations: residuals, shap, lime

imports

In [1]:
import dalex as dx 

import numpy as np
import pandas as pd

from lightgbm import LGBMRegressor
from sklearn.svm import SVR
from sklearn.pipeline import Pipeline
from sklearn.preprocessing import StandardScaler

import plotly
plotly.offline.init_notebook_mode()

import warnings
warnings.filterwarnings('ignore')