Ejemplos de CircularEnsemble.sample_full_model en Python

Ejemplo n.º 1

Archivo: ex_plot_circular_full_mat_QR.py Proyecto: kayhan-batmanghelich/DPPy

from dppy.beta_ensembles import CircularEnsemble

circular = CircularEnsemble(
    beta=2)  # beta must be in {0,1,2,4}, default beta=2

# 1. Plot the eigenvalues, they lie on the unit circle
circular.sample_full_model(size_N=30, haar_mode='QR')  # Sample
circular.plot()  # Plot of the eigenvalues

# 2. Histogram of the angle of more points, should look uniform on [0,2pi]
circular.flush_samples()  # Flush previous sample

circular.sample_full_model(size_N=1000, haar_mode='QR')  # Sample
circular.hist()

Ejemplo n.º 2

Archivo: ex_plot_circular_full_matrix_model_hermite.py Proyecto: zshwuhan/DPPy

from dppy.beta_ensembles import CircularEnsemble

circular = CircularEnsemble(beta=2)  # beta in {0,1,2,4}, default beta=2

# 1. Plot the eigenvalues, they lie on the unit circle
circular.sample_full_model(size_N=30, haar_mode='Hermite')
circular.plot()

# 2. Histogram of the angle of more points, should look uniform on [0,2pi]
circular.flush_samples()  # Flush previous sample

circular.sample_full_model(size_N=1000, haar_mode='Hermite')
circular.hist()