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import numpy as np

def ptb_iterator(raw_data, batch_size, num_steps, steps_ahead=1):
  """Iterate on the raw PTB data.
  This generates batch_size pointers into the raw PTB data, and allows
  minibatch iteration along these pointers.
  Args:
    raw_data: one of the raw data outputs from ptb_raw_data.
    batch_size: int, the batch size.
    num_steps: int, the number of unrolls.

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"""adapted from https://github.com/OlavHN/bnlstm to store separate population statistics per state"""
import tensorflow as tf, numpy as np
RNNCell = tf.nn.rnn_cell.RNNCell

class BNLSTMCell(RNNCell):
    '''Batch normalized LSTM as described in arxiv.org/abs/1603.09025'''
    def __init__(self, num_units, is_training_tensor, max_bn_steps, initial_scale=0.1, activation=tf.tanh, decay=0.95):
        """
        * max bn steps is the maximum number of steps for which to store separate population stats
        """

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Star Wars: Episode 1:The Phantom Menace

TITLE CARD : A long time ago in a galaxy far, far away....

A vast sea of stars serves as the backdrop for the main title, followed by
a roll up, which crawls up into infinity.

EPISODE 1 THE PHANTOM MENACE

Turmoil has engulfed the Galactic Republic. The taxation of trade routes to

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#!/usr/bin/perl

# Program to filter Wikipedia XML dumps to "clean" text consisting only of lowercase
# letters (a-z, converted from A-Z), and spaces (never consecutive).  
# All other characters are converted to spaces.  Only text which normally appears 
# in the web browser is displayed.  Tables are removed.  Image captions are 
# preserved.  Links are converted to normal text.  Digits are spelled out.

# Written by Matt Mahoney, June 10, 2006.  This program is released to the public domain.

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var assert = require('assert');
var readline = require('readline');

var rl = readline.createInterface({
  input: process.stdin,
  output: process.stdout
});

function game() {
  var board = [

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##Problem Samples

####Logging hello world How would you output the string "Hello world!" to the javascript console.

Answer:

console.log("Hello World!");

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