Smart approach to k-means: http://www.mattpeeples.net/kmeans.html
Nelder-Mead optimization: http://www.brnt.eu/phd/node10.html#SECTION00622200000000000000
http://scottlocklin.wordpress.com/2014/07/22/neglected-machine-learning-ideas/
http://www.serpentine.com/blog/2014/06/10/win-bigger-statistical-fights-with-a-better-jackknife/
https://en.wikipedia.org/wiki/Katz_centrality
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# (c) 2013 dwt | terminus data science, LLC | |
# freely licensed for non-commercial use | |
qc.plots <- function(df, max.levels=25, ask=TRUE, col="white") | |
{ | |
old.par <- par(ask=ask) | |
on.exit(par(old.par)) | |
for (var in names(df)) { | |
vals <- df[[var]] |
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from random import Random | |
import math | |
def anneal(initial, energyfn, candidatefn, acceptancefn, temperaturefn, tmax): | |
rand = Random() | |
t = 0 | |
solution = initial | |
s_best = initial | |
e_best = energyfn(initial) |
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#include <cstdio> | |
#include <cstdlib> | |
#include <csignal> | |
#include "unistd.h" | |
#include "sys/wait.h" | |
#include "sys/types.h" | |
#include "sys/time.h" | |
// I can never remember this... |
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from urllib import request | |
from sys import argv, stdout, stderr | |
from time import sleep | |
from random import randrange | |
import re | |
def main(argv): | |
if len(argv) == 1: | |
try: | |
with open(argv[0], 'r') as f: |
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hsv.scale <- function (var, hmin, hmax=hmin, smin=1, smax=smin, vmin=1, vmax=vmin, | |
na.col=rgb(0.75, 0.75, 0.75)) | |
{ | |
var.min <- min(var, na.rm=TRUE) | |
var.max <- max(var, na.rm=TRUE) | |
h.f <- approxfun(c(var.min, var.max), c(hmin, hmax)) | |
s.f <- approxfun(c(var.min, var.max), c(smin, smax)) | |
v.f <- approxfun(c(var.min, var.max), c(vmin, vmax)) | |
tmp <- var |
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(function() { | |
pdf("example.pdf") | |
on.exit(dev.off()) | |
plot(some.data) | |
})() |
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<!DOCTYPE html> | |
<html> | |
<head> | |
<meta charset="utf-8"> | |
<style type="text/css"> | |
body { | |
-moz-columns: 20em; | |
-webkit-columns: 20em; | |
columns: 20em; | |
-moz-column-gap: 2em; |
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g++ -std=c++11 -Wall -Wextra -c dlltest.cpp | |
g++ -shared -static-libgcc -static-libstdc++ -o dlltest.dll dlltest.o -Wl,--add-stdcall-alias |
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#include <iostream> | |
constexpr int fac(int n) | |
{ | |
return n <= 0 ? 1 : n * fac(n - 1); | |
} | |
struct [[weenie]] C { | |
void f() && { std::cout << "dying C's last gasp!\n"; } | |
void f() & { std::cout << "living, breathing C\n"; } |
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