class_docstr: Creates an S-curve example and multiple visualizations
class_docstr_tok: ["Creates","an","S-curve","example","and","multiple","visualizations"]
code: def __init__(self, n_points=1000, random_state=42):
      self.X, self.y = datasets.samples_generator.make_s_curve(
          n_points, random_state=random_state
      )
  
file_path: yellowbrick/docs/api/features/manifold.py
imports: import os
  import matplotlib.pyplot
  from sklearn import datasets
  from sklearn.pipeline import Pipeline
  from sklearn.feature_selection import f_classif
  from sklearn.feature_selection import SelectKBest
  from yellowbrick.datasets import load_occupancy, load_concrete
  from yellowbrick.features.manifold import Manifold, MANIFOLD_ALGORITHMS, manifold_embedding
label_desc: Use image node_id 1 to create a new SCurveExample object from inherited base classes: object with example: obj = SCurveExample(n_points, random_state)