Jiri Lukavsky jirilukavsky

VSCode - ESLint, Prettier & Airbnb Setup

1. Install ESLint & Prettier extensions for VSCode

Optional - Set format on save and any global prettier options

2. Install Packages

npm i -D eslint prettier eslint-plugin-prettier eslint-config-prettier eslint-plugin-node eslint-config-node

TensorFlow development environment on Windows using Docker

Here are instructions to set up TensorFlow dev environment on Docker if you are running Windows, and configure it so that you can access Jupyter Notebook from within the VM + edit files in your text editor of choice on your Windows machine.

Installation

First, install https://www.docker.com/docker-toolbox

Since this is Windows, creating the Docker group "docker" is not necessary.

Predict vs simulate in lme4

For this investigation we are going to use the sleepdata data set from the lme4 package. Here is the head of the data frame:

People

`:bowtie:`	😄 `:smile:`	😆 `:laughing:`
😊 `:blush:`	😃 `:smiley:`	☺️ `:relaxed:`
😏 `:smirk:`	😍 `:heart_eyes:`	😘 `:kissing_heart:`
😚 `:kissing_closed_eyes:`	😳 `:flushed:`	😌 `:relieved:`
😆 `:satisfied:`	😁 `:grin:`	😉 `:wink:`
😜 `:stuck_out_tongue_winking_eye:`	😝 `:stuck_out_tongue_closed_eyes:`	😀 `:grinning:`
😗 `:kissing:`	😙 `:kissing_smiling_eyes:`	😛 `:stuck_out_tongue:`

	# the following script worked Feb-2024, not sure, whether the API wont change
	# it is pretty cheap - 1CZK per message (again, this could be cheaper with better pricing plan)
	library(tidyverse)
	library(httr2)

	# you need to register for gosms.eu
	# you will need your client_id, client_secret and channel_id

	# store those in variables
	client_id <- "your client id"

	#' Create cover images for talks from a folder of PDFs
	#'
	#' Requires imagemagick to be installed and in the path for the convert command
	#' @param pdf_dir Directory containing PDF files of papers
	#' @param img_dir Directory to output all the image files
	#' @param crop_height How big to make the cropped images, relative to full page
	#' @param fade_height How much of the image to fade to transparent at the bottom
	#' @param density resolution for PNG images
	#'
	create_covers = function(pdf_dir, img_dir, crop_height = .5, fade_height = .25, density = 300){

	#### 1. Sign up at GitHub.com ################################################

	## If you do not have a GitHub account, sign up here:
	## https://github.com/join

	# ----------------------------------------------------------------------------

	#### 2. Install git ##########################################################

	## If you do not have git installed, please do so:

	install.packages("europepmc")
	install.packages("cowplot")
	install.packages("tidyverse")

	library(europepmc)
	library(cowplot)
	library(tidyverse)

	hrv_trend <- europepmc::epmc_hits_trend(query = "heart rate variability",
	period = 1978:2018)

	library(ggplot2)
	library(gganimate)
	library(ggthemes)
	library(data.table)

	n = 80 # number of dots
	max_r = 300 # aperture radius

	dt <- data.table(r = max_rsqrt(runif(n)), theta =2pi*runif(n), dot_n = 1:n)