darthsuogles

%%%% NIPS Macros (LaTex)
%%%% Style File
%%%% Dec 12, 1990   Rev Aug 14, 1991; Sept, 1995; April, 1997; April, 1999

% This file can be used with Latex2e whether running in main mode, or
% 2.09 compatibility mode.
% 
% If using main mode, you need to include the commands
% \documentclass{article}
% \usepackage{nips10submit_e,times}

darthsuogles

import regex

import numpy as np
import pandas as pd

import matplotlib.pyplot as plt
import seaborn as sns

CURRENCY_REGEX = regex.compile(r'[\$€,]')

darthsuogles

#!/bin/bash

set -eux

function help {
    echo "Please source this script instread of running it"
}

# https://www.emacswiki.org/emacs/EmacsdInitScript
function init_emacs {

darthsuogles

#!/bin/bash

set -eux -o pipefail

function install_docker {
    # https://docs.docker.com/engine/installation/linux/docker-ce/ubuntu/#uninstall-old-versions
    # Remove exising docker versions
    sudo apt-get remove -y docker docker-engine docker.io

    sudo apt-get install -y \

darthsuogles

import.pkgs <- function (...) {
    df.pkgs.loaded <- data.frame(installed.packages())
    pkgs.loaded <- levels(df.pkgs.loaded$Package)
    pkgs.required <- list(...)
    pkgs.todo <- setdiff(pkgs.required, pkgs.loaded)
    for (pkg in pkgs.todo) {
        install.packages(pkg, repos = c("https://cloud.r-project.org"))
    }
    for (pkg in pkgs.required) {

darthsuogles

install.packages(c("sp", "rgeos", "rgdal", "dplyr", "maptools", "leaflet", "scales"))

library(sp)
library(rgeos)
library(rgdal)
library(maptools)
library(dplyr)
library(leaflet)
library(scales)

darthsuogles

""" Compute receptive field size

    http://vision.stanford.edu/teaching/cs231b_spring1415/slides/alexnet_tugce_kyunghee.pdf
"""

def receptive_field_size(layers):
    """ Find the receptive field size of a single 'neuron'
        after a series of 'conv' and 'pool' operations
    """
    if not layers: return 0

darthsuogles

#!/bin/bash

lxc profile device set default eth0 parent enp2s0
lxc profile device set default eth0 nictype macvlan

# https://insights.ubuntu.com/2016/04/07/lxd-networking-lxdbr0-explained/
cat <<EOF | sudo tee /etc/network/interfaces.d/containerbr.cfg
auto containerbr
iface containerbr inet dhcp
  bridge_ports eth0

darthsuogles

#!/bin/bash

echo "Install xhyve driver"
brew install docker-machine-driver-xhyve

function quit_with { >&2 echo "ERROR: $@, quit"; exit 1; }

function sudo_inst {
    local _prefix=$(brew --prefix docker-machine-driver-xhyve)
    echo "Run the following commands since xhyve requires sudo access"

darthsuogles

from time import sleep
from random import randint
import json
import requests
import pandas as pd

def fb_graph_api_crawl(params, **kws):
    print('initial call')
    res = requests.get('https://graph.facebook.com/v2.8/search', params).json()
    _js_list = [res['data']]