isomap

source

.isomap(
   distance_matrix, n_components, metadata = None, quality = False, report = False
)

---

embed distance_matrix in n_components with Isomap

Args

• distance_matrix (pandas.DataFrame) : distance_matrix
• n_components (int) : number of desired components
• metadata (pandas.DataFrame, optional) : metadata of elements. Defaults to None.

Returns

• components (numpy.array) : embedding of distance matrix