markcheno

#!/bin/sh

# Alot of these configs have been taken from the various places
# on the web, most from here
# https://github.com/mathiasbynens/dotfiles/blob/master/.osx

# Set the colours you can use
black='\033[0;30m'
white='\033[0;37m'
red='\033[0;31m'

markcheno

Intro

Description: Setup GitHub Pages "gh-pages" branch and "master" branch as subfolders of a parent project folder ("grandmaster").

Author: Chris Jacob @_chrisjacob

Tutorial (Gist): https://gist.github.com/833223

The Result

markcheno

require(quantmod)
require(SIT)

dvi.indicator = function(prices) {
   dvi = TTR:::DVI(prices)[,3]
   
   indicator.long = ifelse(dvi <= 0.5, 1, 0)
   indicator.short = ifelse(dvi > 0.5, -1, 0)
   
   indicator = reclass(cbind(indicator.short + indicator.long), prices)

markcheno

"""
A deep neural network with or w/o dropout in one file.
"""

import numpy, theano, sys, math
from theano import tensor as T
from theano import shared
from theano.tensor.shared_randomstreams import RandomStreams
from collections import OrderedDict

markcheno

import random, time, operator, math

from deap import base
from deap import creator
from deap import tools
from deap import gp
import cloud

import jsonrpclib

markcheno

import operator
import numpy

from math import sqrt

from deap import gp


# Our dataset is 100 random arrays of 0s and 1s
# and the function we are trying to find is simply

markcheno

# Mostly stolen from deap's symbreg GP example
import operator
import math
import random
import string
import inspect
import ctypes

import numpy
from scipy import optimize

markcheno

import operator
import math
import random
import struct

import numpy

from deap import algorithms
from deap import base
from deap import creator

markcheno

#' Saves symbols (from an environment) to a specified directory
#' 
#' The files (one per symbol) are saved in \code{dir}. The file name
#' is the symbol itself, and the file extension is RData.
#' 
#' @param symbols The symbols
#' @param dir The destination folder (file system directory). It must exist.
#' @param env The environment containing the symbols
#' 
#' @examples

markcheno

function gnn (cases, wide, tall, population, iterations, error_fn, error_thresh) {
	var inputs = cases[0][0].length;
	var outputs = cases[0][1].length;
	// declare net, provide input layer
	var net = [new Array(inputs)];
	// create input neurons in input layer
	for (var i = 0; i < inputs; i++) 
		net[0][i] = {output: 0}
	// create hidden layers
	for (var x = 0; x < wide; x++) {