Tachyon5

import sys

from pyspark.context import SparkContext
from numpy import array, random as np_random
from sklearn import linear_model as lm
from sklearn.base import copy

N = 10000   # Number of data points
D = 10      # Numer of dimensions
ITERATIONS = 5

Tachyon5

"""
Bayesian Generative Classifier
------------------------------
"""
# Author: Jake Vanderplas <jakevdp@cs.washington.edu>

import numpy as np
from sklearn.neighbors.kde import KernelDensity
from sklearn.mixture import GMM
from sklearn.base import BaseEstimator, clone