MattJBritton

Multiple selection with checkboxes and search field

This gist is forked from pbugnion's great work on building a searchable multi-checkbox using ipywidgets. You can find that work in this gist.

This version adds compatability with Jupyter Widgets' interactive_output() function, and also makes it easier to see which elements were selected by sorting them to the top. It also makes a few small changes to enable this to work in Jupyter Lab.

Usage

MattJBritton

import math

import pandas as pd
import numpy as np
from sklearn.linear_model import LinearRegression

# load data
data = [
    (1,28), (2,17), (3,92),
    (4,41),(5,9), (6,87),

MattJBritton

import numpy as np
import pandas as pd
from scipy.spatial.distance import pdist, squareform

from sklearn import datasets
from sklearn.decomposition import PCA
from sklearn.cluster import FeatureAgglomeration
from sklearn.preprocessing import StandardScaler
from sklearn.impute import SimpleImputer
from sklearn.metrics import silhouette_score

MattJBritton

# imports
import pandas as pd
import numpy as np
from scipy.stats import entropy
from sklearn.tree import DecisionTreeClassifier, export_text
from sklearn.impute import KNNImputer, SimpleImputer

# dataset from https://www.kaggle.com/c/titanic/data
# Load dataset
titanic_df = pd.read_csv("data/titanic_train.csv")