Erfan Noury erfannoury

##Assignments Latex Template

###V 0.1

I always wanted some latex template that I could use for assignments. But none of the templates I found online had all the features I wanted. So the natural next step for me was to create one.

###Notes:

Use with XeLaTeX

String interpolation

var x = 1;

// same as string.Format("A {0} B", x) 
var y1 = $"A {x} B"; // y == "A 1 B"

// $@ for multiline
var y2 = $@"A

##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

A comparison of Theano with other deep learning frameworks, highlighting a series of low-level design choices in no particular order.

Overview

Differentiation

Differentiation

Symbolic: Theano, CGT; Automatic: Torch, MXNet

Symbolic and automatic differentiation are often confused or used interchangeably, although their implementations are significantly different.

These links no longer work. Springer have pulled the free plug.

Graduate texts in mathematics

duplicates = multiple editions

A Classical Introduction to Modern Number Theory, Kenneth Ireland Michael Rosen

	# United States of America Python Dictionary to translate States,
	# Districts & Territories to Two-Letter codes and vice versa.
	#
	# Canonical URL: https://gist.github.com/rogerallen/1583593
	#
	# Dedicated to the public domain. To the extent possible under law,
	# Roger Allen has waived all copyright and related or neighboring
	# rights to this code. Data originally from Wikipedia at the url:
	# https://en.wikipedia.org/wiki/ISO_3166-2:US
	#

	# A simple generator wrapper, not sure if it's good for anything at all.
	# With basic python threading
	from threading import Thread

	try:
	from queue import Queue

	except ImportError:
	from Queue import Queue


	import time
	import numpy as NP
	from redis import StrictRedis as redis

	# a 2D array to serialize
	A = 10 * NP.random.randn(10000).reshape(1000, 10)

	# flatten the 2D NumPy array and save it as a binary string
	array_dtype = str(A.dtype)

	namespace FsharpImaging

	open System
	open System.Drawing
	open System.Drawing.Imaging
	open System.Runtime.InteropServices

	module ArrayFunctions =
	// Generic because it makes testing easier, yay math
	let IsSubMatrix (smallArray:'a[][]) (largeArray:'a[][]) (startCoordinate:(int * int)) =

	public static UIImage Blur(this UIImage image, float blurRadius = 25f)
	{
	if (image != null)
	{
	// Create a new blurred image.
	var imageToBlur = new CIImage (image);
	var blur = new CIGaussianBlur ();
	blur.Image = imageToBlur;
	blur.Radius = blurRadius;