import mermaid from 'https://cdnjs.cloudflare.com/ajax/libs/mermaid/10.2.3/mermaid.esm.min.mjs'; mermaid.initialize({ startOnLoad: true });
scikit-plot is an extension of matplotlib for datascientist. Proposed graphs are a frequent need when playing with data.
documentation source installation tutorial
%matplotlib inline
from sklearn.datasets import load_iris data= load_iris() X, y = data.data, data.target
from sklearn.model_selection import train_test_split X_train, X_test, y_train, y_test = train_test_split(X, y)
import scikitplot as skplt from sklearn.linear_model import LogisticRegression nb = LogisticRegression(solver='lbfgs', multi_class='ovr') nb = nb.fit(X_train, y_train) y_probas = nb.predict_proba(X_test) skplt.metrics.plot_roc(y_test, y_probas);