multipers.data package
Submodules
multipers.data.MOL2 module
multipers.data.UCR module
multipers.data.graphs module
multipers.data.immuno_regions module
multipers.data.minimal_presentation_to_st_bf module
multipers.data.pytorch2simplextree module
multipers.data.shape3d module
multipers.data.synthetic module
- multipers.data.synthetic.get_orbit5k(num_pts=1000, num_data=5000)
- multipers.data.synthetic.noisy_annulus(n1=1000, n2=200, r1=1, r2=2, dim=2, center=None, **kwargs)
Generates a noisy annulus dataset.
Parameters
- r1float.
Lower radius of the annulus.
- r2float.
Upper radius of the annulus.
- n1int
Number of points in the annulus.
- n2int
Number of points in the square.
- dimint
Dimension of the annulus.
- center: list or array
center of the annulus.
Returns
- numpy array
Dataset. size : (n1+n2) x dim
- Parameters:
n1 (int)
n2 (int)
r1 (float)
r2 (float)
dim (int)
center (ndarray | list | None)
- Return type:
ndarray
- multipers.data.synthetic.orbit(n=1000, r=1.0, x0=[])
- Parameters:
n (int)
r (float)
- multipers.data.synthetic.three_annulus(num_pts=500, num_outliers=500)
- Parameters:
num_pts (int)
num_outliers (int)