Christian Hotz-Behofsits inkrement

## most_similar.R
cosine_similarity <- function(a,b){
    # assuming unit vectors
    # the cosine is just the dot-product
    a %*% b
}


most_similar <- function(embeddings, ref_item, n_top = 10){
    # calculate cos similarity to ref_item for all elements
    cos_sims <- eapply(embeddings, cosine_similarity, b = ref_item)

## load_emb.R
load_embedding <- function(file_path){
    # load full file
    lines <- readLines(file_path)

    # create new environment
    embeddings_env <- new.env(hash = TRUE, parent = emptyenv())

    # this function is used to convert vectors to unit vectors
    # by dividing their components by vector length
    normalize_vector <- function(a){

## baseR_embeddings.R
load_embedding <- function(file_path){

    # load full file
    lines <- readLines(file_path)

    # create new environment
    embeddings_env <- new.env(hash = TRUE, parent = emptyenv())

    # this function is used to convert vectors to unit vectors
    # by dividing their components by vector length

## docker-compose.yml
version: '2'
services:
  caddy:
    image: joshix/caddy
    links:
      - rstudio
    volumes:
      - ./site/:/var/www/html
      - ./.caddy/:/.caddy
    ports:

## clickhousedump
#!/bin/bash

OUTDIR=.

while read -r db ; do
  while read -r table ; do

  if [ "$db" == "system" ]; then
     echo "skip system db"
     continue 2;

## tbl_original.tsv
UCgefQJC5UgbWJHDxBqB4qVg
UC0v-tlzsn0QZwJnkiaUSJVQ
UCo_IB5145EVNcf8hw1Kku7w
UC-lHJZR3Gqxm24_Vd_AJ5Yw
UCGjylN-4QCpn8XJ1uY-UOgA
UCGCPAOQDZa_TTTXDr5byjww
UC4PooiX37Pld1T8J5SYT-SQ
UCJZ7f6NQzGKZnFXzFW9y9UQ
UCfm4y4rHF5HGrSr-qbvOwOg
UCHUE4ypXKp7ZkmdWbGJNgJg

## guzzle_kat_scraper.php
<?php

date_default_timezone_set('UTC');

require 'vendor/autoload.php';

use Monolog\Logger;
use Monolog\Handler\StreamHandler;
use GuzzleHttp\Pool;
use GuzzleHttp\Client;

## my.cnf
[mysql]
local-infile=1 ## enable local infile support

[client]
port            = 3306
socket          = /var/run/mysqld/mysqld.sock

[mysqld_safe]
socket          = /var/run/mysqld/mysqld.sock
nice            = 0

## .htaccess
<IfModule mod_rewrite.c>

    <IfModule mod_negotiation.c>
        Options -MultiViews
    </IfModule>

    RewriteEngine On

    ##
    ## You may need to uncomment the following line for some hosting environments,

## swift_gherkin_example.tex
\documentclass[a4paper]{article}

\usepackage[english]{babel}
\usepackage{listings}

 %% for swift
\lstdefinelanguage{Swift}{
  keywords={associatedtype, class, deinit, enum, extension, func, import, init, inout, internal, let, operator, private, protocol, public, static, struct, subscript, typealias, var, break, case, continue, default, defer, do, else, fallthrough, for, guard, if, in, repeat, return, switch, where, while, as, catch, dynamicType, false, is, nil, rethrows, super, self, Self, throw, throws, true, try, associativity, convenience, dynamic, didSet, final, get, infix, indirect, lazy, left, mutating, none, nonmutating, optional, override, postfix, precedence, prefix, Protocol, required, right, set, Type, unowned, weak, willSet},
  ndkeywords={class, export, boolean, throw, implements, import, this},
  sensitive=false,