pbloem

import torch
from torch.autograd import Variable

import torch.nn as nn
import torch.nn.functional as F

import torch.optim as optim

import torchvision
import torchvision.transforms as transforms

pbloem

from datetime import datetime

import numpy as np
from keras import Input
import keras.backend as K
from keras.callbacks import TensorBoard
from keras.engine import Model
from keras.layers import LSTM, TimeDistributed, Dense, Reshape, Flatten, LeakyReLU, Lambda
from keras.optimizers import Adam, sgd

pbloem

pbloem

pbloem

import scipy.misc as sm
import math
import random
import itertools as it
import matplotlib
import matplotlib.pyplot as pp

def combine(all, result, d=1, totalpoints = 0, totallogprob = 0):
    """
    Computes the complete probability distribution over the total points.

pbloem

Compiled from "Sandbox.java"
public class Sandbox {
  public static final java.util.Random RANDOM;

  public static double sumWith;

  public static double sumWithout;

  public static double t0;

pbloem

import static java.lang.System.currentTimeMillis;

import java.util.Arrays;
import java.util.Random;

public class Sandbox
{
	public static final Random RANDOM = new Random();
	
	public static double sumWith = 0;

pbloem

# -*- coding: utf-8 -*-

import matplotlib as mpl
mpl.use('Agg')
import matplotlib.pyplot as p
from matplotlib import colors
import numpy as n
import pylab
import scipy.stats as stats
from __builtin__ import file

pbloem

import java.awt.Color;
import java.awt.image.BufferedImage;
import java.io.File;
import java.io.IOException;

import javax.imageio.ImageIO;

/**
 * Simple demonstration of the bare necessities required to crate an image file
 * @author Peter

pbloem

import java.util.Arrays;
import java.util.List;

import javax.sound.midi.MidiSystem;
import javax.sound.midi.Synthesizer;
import javax.sound.midi.MidiChannel;

/**
 * A little example showing how to play a tune in Java.
 *