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// Use Gists to store code you would like to remember later on
console.log(window); // log the "window" object to the console

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##VGG16 model for Keras

This is the Keras model of the 16-layer network used by the VGG team in the ILSVRC-2014 competition.

It has been obtained by directly converting the Caffe model provived by the authors.

Details about the network architecture can be found in the following arXiv paper:

Very Deep Convolutional Networks for Large-Scale Image Recognition

K. Simonyan, A. Zisserman

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"""
This is a batched LSTM forward and backward pass
"""
import numpy as np
import code

class LSTM:
  
  @staticmethod
  def init(input_size, hidden_size, fancy_forget_bias_init = 3):

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""" Theano CRBM implementation.

For details, see:
http://www.uoguelph.ca/~gwtaylor/publications/nips2006mhmublv
Sample data:
http://www.uoguelph.ca/~gwtaylor/publications/nips2006mhmublv/motion.mat

@author Graham Taylor"""

import numpy

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import numpy as np
import pymc
import pdb

def unconditionalProbability(Ptrans):
   """Compute the unconditional probability for the states of a
   Markov chain."""

   m = Ptrans.shape[0]

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1. General Background and Overview

• Probabilistic Data Structures for Web Analytics and Data Mining : A great overview of the space of probabilistic data structures and how they are used in approximation algorithm implementation.
• Models and Issues in Data Stream Systems
• Philippe Flajolet’s contribution to streaming algorithms : A presentation by Jérémie Lumbroso that visits some of the hostorical perspectives and how it all began with Flajolet
• Approximate Frequency Counts over Data Streams by Gurmeet Singh Manku & Rajeev Motwani : One of the early papers on the subject.
• [Methods for Finding Frequent Items in Data Streams](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.187.9800&rep

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#! /usr/bin/python
# Dispatch - synchronize two folders

import os
import filecmp
import shutil
from stat import *

class Dispatch:
    ''' This class represents a synchronization object '''

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### author: Jinjun Sun 
### email: [email protected]
### refer to https://gist.github.com/linkerlin/4654376#file-classpathhacker-py-L20
### refer to http://www.jython.org/jythonbook/en/1.0/appendixB.html#working-with-classpath

import java.sql as sql
import java.lang as lang


class classPathHacker :

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from TwitterSearch import *
import csv

def get_tweets(query, max = 2000):
    # takes a search term (query) and a max number of tweets to find
    # gets content from twitter and writes it to a csv bearing the name of your query
    
    i = 0
    search = query

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#!/bin/bash
# GTK+ and Firefox for Amazon Linux
# Written by Joseph Lawson 2012-06-03
# http://joekiller.com
# http://joekiller.com/2012/06/03/install-firefox-on-amazon-linux-x86_64-compiling-gtk/

# chmod 755 ./gtk-firefox.sh
# sudo ./gtk-firefox.sh