Technical requirements

For the exercises in this chapter, you will need to install these packages:

pip install scikit-learn
pip install modAL-python

And you will need the following imports:

from sklearn.cluster import KMeans
from sklearn.linear_model import LogisticRegression
from sklearn.utils import shuffle
import numpy as np
import random
from modAL.models import ActiveLearner, Committee
from sklearn.ensemble import RandomForestClassifier
from modAL.uncertainty import uncertainty_sampling
import os
from PIL import Image
from sklearn.model_selection import train_test_split
import matplotlib.pyplot as plt
from sklearn.datasets import load_iris
from modAL.disagreement import vote_entropy_sampling