sueszli

# this container just serves to install the `klaR` package
# 
# usage:
# 
#   $ docker compose up -d
#   $ docker compose exec main Rscript -e "rmarkdown::render('ex7.rmd', output_format = 'pdf_document')"

services:
  main:
    container_name: main

sueszli

def sigmoid(x): return 1/(1 + __import__('math').exp(-x))

def train_mnist():
    # Generate mock MNIST data (28x28 images)
    X = [[float(i%2) for i in range(784)] for _ in range(100)]  # Mock input
    y = [[1 if i==j else 0 for i in range(10)] for j in range(100)]  # Mock labels
    
    # Initialize weights and biases
    W1 = [[0.01*((i+j)%2) for j in range(784)] for i in range(30)]
    W2 = [[0.01*((i+j)%2) for j in range(30)] for i in range(10)]

sueszli

how to install

• conda:

  works great. no issues.

• docker:

  works well - unless you want to use the latest stable vscode version as of may 2024.

sueszli

import hashlib
import sys
import pathlib
import subprocess


"""
github commits are restricted to 25-50 MiB, varying based on the push method [^1].
to handle files beyond this limit, git lfs (large file storage) pointers are necessary, referencing an external lfs server [^2].
however, this method incurs a monthly cloud storage fee to github [^3].

sueszli

sueszli

import webbrowser
import time
from playwright.sync_api import sync_playwright


URL = "https://www.amazon.jobs/en/search?___________INSERT YOUR URL HERE___________"

page = sync_playwright().start().chromium.launch().new_page()
page.goto(URL)

sueszli

import { assert, log } from 'console'
import fs from 'fs'
import playwright from 'playwright'

const DOWNLOAD_PATH = 'downloads'

const main = async () => {
    console.clear()

    // init download dir

sueszli

const { join } = require("path");

module.exports = {
  cacheDirectory: join(__dirname, ".cache", "puppeteer"),
};

sueszli

import axios from 'axios'
import * as cheerio from 'cheerio'
import { assert } from 'console'
import open from 'open'

const main = async () => {
    let url = process.argv[2]
    assert(process.argv.length !== 2, 'illegal number of arguments')
    assert(url, 'missing url as argument')

sueszli

from PyPDF2 import PdfFileReader, PdfFileWriter
import os

inputPath = "./solutions"
outputPath = "./extractedPages"
chosenPages = [1]

if not os.path.exists(outputPath):
    os.makedirs(outputPath)