Twin

class PAsampling.wrappers.Twin(ratio, idx_initial_point)[source]

This class implements the twin function from the Twinning library https://github.com/avkl/twinning.

Attributes:

rfloat: The ratio parameter for the twin function.
u1int: The initial point index for the twin function.

fit(X)[source]

Fits the twin function to the data X, with shape (n_sample, n_features) and returns the result as a list.

Parameters:

Xnumpy.ndarray: Input data matrix, representing a set of data points with shape (n_samples, n_features).

Returns:

Sampleslist: List of indices representing the selected points using the Twin algorithm.