dimredtools.Isomap

class dimredtools.Isomap

__init__(self: dimredtools_pybind.Isomap, n_neighbors: Optional[int] = 5, radius: Optional[float] = None, n_components: int = 2, max_iter: int = 100, eps: float = 0.0001, learning_rate: float = 0.2, random_state: int = 0, neighbors_algorithm: str = 'auto', metric: str = 'euclidean') → None

fit_transform(self: dimredtools_pybind.Isomap, x: numpy.ndarray[numpy.float64[m, n], flags.c_contiguous]) → numpy.ndarray[numpy.float64[m, n]]

Fit mapping.

property dist_matrix_

Stores the geodesic distance matrix of training data.

property nbrs_

Stores nearest neighbors instance.