Rob Story wrobstory

## git-branch-prompt
# (ubuntu)
# add to end of .bashrc :
export PS1="\$(__git_ps1) "$PS1

# gives e.g. (when in a repo):
(master) user@host:~$

# more info: http://stackoverflow.com/questions/15883416/adding-git-branch-on-the-bash-command-prompt

## gist:14dbd928019669faef82

      
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                Benchmarking Resources
              
          
    Papers

Benchmarking seems not to be a main focus of any specific academic field, although the problem has been addressed by many different groups in CS.
Some papers I found interesting:

http://research.microsoft.com/en-us/um/people/nswamy/papers/bottlenecks-ecoop04.pdf
http://www.sigmod.org/publications/sigmod-record/0806/p45.dewitt.pdf
http://daniel-wilkerson.appspot.com/trend-prof.pdf
http://sape.inf.usi.ch/sites/default/files/publication/EvaluateCollaboratoryTR1.pdf


## applied ML books?
Q: what book should i use to learn ML?

A: use several, and find the one that speaks to you.

the list below assumes you know a bit of math but
are not very mathematical, and are interested in learning
enough to be practical. that is, it is not at the
mathematical level of MIJ's alleged list
(cf. https://news.ycombinator.com/item?id=1055389 )

## index.html
<html>
  <head>
    <title>Vega Object Constancy Issue Demo</title>
    <script src="http://trifacta.github.com/vega/d3.v3.min.js"></script>
    <script src="http://trifacta.github.com/vega/vega.js"></script>
  </head>
  <body>
    <div id="vis"></div>
  </body>
<script type="text/javascript">

## data2.json
[{"0500000US33009": 4.5, "0500000US38041": 3.5, "0500000US38043": 6.4, "0500000US39069": 9.7, "0500000US38045": 3.0, "0500000US38047": 3.0, "0500000US33001": 5.6, "0500000US33000": 5.4, "0500000US33003": 5.4, "0500000US33005": 5.3, "0500000US47159": 9.4, "0500000US33007": 7.6, "0500000US19175": 5.5, "0500000US19177": 7.1, "0500000US46095": 5.8, "0500000US19171": 6.9, "0500000US19173": 4.6, "0500000US24045": 9.0, "0500000US24047": 12.2, "0500000US24510": 10.5, "0500000US19179": 7.6, "0500000US48373": 9.7, "0500000US24043": 9.8, "0500000US46093": 5.0, "0500000US55103": 7.0, "0500000US46091": 6.6, "0500000US26009": 12.3, "0500000US31183": 3.6, "0500000US31181": 4.4, "0500000US31185": 4.5, "0500000US49041": 7.4, "0500000US49043": 6.1, "0500000US39067": 10.3, "0500000US49047": 5.1, "0500000US56000": 6.0, "0500000US18155": 7.0, "0500000US18157": 7.7, "0500000US18151": 10.2, "0500000US18153": 10.1, "0500000US29021": 7.4, "0500000US55029": 10.6, "0500000US29023": 8.2, "0500000US18159": 10.3, "0500000US29027": 7.5, "0

## index.html
<!DOCTYPE html>
<html
  xmlns="http://www.w3.org/1999/xhtml">
  <head>
    <title>Visualization</title>
    <meta
      charset="UTF-8" />
    <meta
      http-equiv="Content-type"
      content="text/html;charset=UTF-8" />

## install_superpack.sh
#!/bin/sh

hash brew &> /dev/null
if [ $? -eq 1 ]; then
    echo 'Installing Homebrew ...'
    ruby -e "$(curl -fsSL https://raw.github.com/Homebrew/homebrew/go/install)"
fi

# Ensure Homebrew formulae are updated
brew update

## variant-multimethods.clj
; it's a bit cumbersome to set up and there's the unfortunate need to ignore the tag
; in the individual methods, but this allows you to leave the interpretation of open
; variants, well, *open* for extension by multimethod.

; dispatch off the first argument, which will be the tag
(defmethod command-multi (fn [tag & data] tag))

; the first argument to the *method* is still the tag
(defmulti command-multi :print [_ val] (println val))
(defmulti command-multi :read [_ fname] (slurp fname))

## transducers.clj
(comment ; Fun with transducers, v2

  ;; Still haven't found a brief + approachable overview of Clojure 1.7's new
  ;; transducers in the particular way I would have preferred myself - so here goes:

  ;;;; Definitions
  ;; Looking at the `reduce` docstring, we can define a 'reducing-fn' as:
  (fn reducing-fn ([]) ([accumulation next-input])) -> new-accumulation
  ;; (The `[]` arity is actually optional; it's only used when calling
  ;; `reduce` w/o an init-accumulator).

## pairwise_cython.pyx
#cython:boundscheck=False
#cython:wraparound=False

import numpy as np
from cython.parallel cimport prange
from libc.math cimport sqrt

cdef inline double dotp(int i, int j, int N, double[:, ::1] X) nogil:
    cdef:
        int k
	# (ubuntu)
	# add to end of .bashrc :
	export PS1="\$(__git_ps1) "$PS1

	# gives e.g. (when in a repo):
	(master) user@host:~$

	# more info: http://stackoverflow.com/questions/15883416/adding-git-branch-on-the-bash-command-prompt
	Q: what book should i use to learn ML?

	A: use several, and find the one that speaks to you.

	the list below assumes you know a bit of math but
	are not very mathematical, and are interested in learning
	enough to be practical. that is, it is not at the
	mathematical level of MIJ's alleged list
	(cf. https://news.ycombinator.com/item?id=1055389 )
	<html>
	<head>
	<title>Vega Object Constancy Issue Demo</title>
	<script src="http://trifacta.github.com/vega/d3.v3.min.js"></script>
	<script src="http://trifacta.github.com/vega/vega.js"></script>
	</head>
	<body>
	<div id="vis"></div>
	</body>
	<script type="text/javascript">
	<!DOCTYPE html>
	<html
	xmlns="http://www.w3.org/1999/xhtml">
	<head>
	<title>Visualization</title>
	<meta
	charset="UTF-8" />
	<meta
	http-equiv="Content-type"
	content="text/html;charset=UTF-8" />
	#!/bin/sh

	hash brew &> /dev/null
	if [ $? -eq 1 ]; then
	echo 'Installing Homebrew ...'
	ruby -e "$(curl -fsSL https://raw.github.com/Homebrew/homebrew/go/install)"
	fi

	# Ensure Homebrew formulae are updated
	brew update
	; it's a bit cumbersome to set up and there's the unfortunate need to ignore the tag
	; in the individual methods, but this allows you to leave the interpretation of open
	; variants, well, open for extension by multimethod.

	; dispatch off the first argument, which will be the tag
	(defmethod command-multi (fn [tag & data] tag))

	; the first argument to the method is still the tag
	(defmulti command-multi :print [_ val] (println val))
	(defmulti command-multi :read [_ fname] (slurp fname))
	(comment ; Fun with transducers, v2

	;; Still haven't found a brief + approachable overview of Clojure 1.7's new
	;; transducers in the particular way I would have preferred myself - so here goes:

	;;;; Definitions
	;; Looking at the `reduce` docstring, we can define a 'reducing-fn' as:
	(fn reducing-fn ([]) ([accumulation next-input])) -> new-accumulation
	;; (The `[]` arity is actually optional; it's only used when calling
	;; `reduce` w/o an init-accumulator).
	#cython:boundscheck=False
	#cython:wraparound=False

	import numpy as np
	from cython.parallel cimport prange
	from libc.math cimport sqrt

	cdef inline double dotp(int i, int j, int N, double[:, ::1] X) nogil:
	cdef:
	int k