gpantalos

import matplotlib.pyplot as plt
import numpy as np

inv = np.linalg.inv


class GaussianProcess:
    def __init__(self, kernel, observed_index_points, observed_values,
                 mean_function=None, stddev=1.0, noise_var=0.0):
        self.observed_index_points = self._handle(observed_index_points)

gpantalos

gpantalos

"""
Laplace approximation of a Beta distribution.
"""
import matplotlib.pyplot as plt
import torch

x = torch.linspace(0, 1, 200)
p = torch.distributions.Beta(2, 5)