veekaybee

Anti-hype LLM reading list

Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts of models in prod eagerly sought.

Foundational Concepts

Pre-Transformer Models

arcaravaggi

#From https://stackoverflow.com/questions/1401904/painless-way-to-install-a-new-version-of-r

# Run in the old version of R (or via RStudio)
setwd("C:/Temp/") 
packages <- installed.packages()[,"Package"] 
save(packages, file="Rpackages") 

# INSTALL NEW R VERSION
if(!require(installr)) { install.packages("installr"); require(installr)} #load / install+load installr
# See here for more on installr: https://www.r-statistics.com/2013/03/updating-r-from-r-on-windows-using-the-installr-package/  

LeCoupa

// XPath CheatSheet
// To test XPath in your Chrome Debugger: $x('/html/body')
// http://www.jittuu.com/2012/2/14/Testing-XPath-In-Chrome/


// 0. XPath Examples.
// More: http://xpath.alephzarro.com/content/cheatsheet.html


'//hr[@class="edge" and position()=1]'                // every first hr of 'edge' class

tpope

inoremap <silent> <Bar>   <Bar><Esc>:call <SID>align()<CR>a

function! s:align()
  let p = '^\s*|\s.*\s|\s*$'
  if exists(':Tabularize') && getline('.') =~# '^\s*|' && (getline(line('.')-1) =~# p || getline(line('.')+1) =~# p)
    let column = strlen(substitute(getline('.')[0:col('.')],'[^|]','','g'))
    let position = strlen(matchstr(getline('.')[0:col('.')],'.*|\s*\zs.*'))
    Tabularize/|/l1
    normal! 0
    call search(repeat('[^|]*|',column).'\s\{-\}'.repeat('.',position),'ce',line('.'))

zehnpaard

(ns simple-compojure.core
  (require
    [ring.adapter.jetty :refer [run-jetty]]
    [ring.middleware.params :as p]
    [simple-compojure.middleware :as m]
    [simple-compojure.routes :as r]
  ))

(def app
  (-> r/routes

rossta

Resources I recommend to learn Ruby and Rails

New? Start here

I like jumping into tutorials first.

• Agile Web Development with Rails, I learned Rails with an older edition of this book
• The Rails Tutorial, The most popular Rails tutorial before it became a paid resource, "The Hartl Tutorial"

"How to write Ruby" Books

darkuncle

(subject to additions, but rarely changes)

rule 0: It has to work.

rule 1: As simple as possible.

rule 2: Use the right tool for the job.

rule 3: Everything is a tradeoff. (see Rule 41)

EderSantana

Code for Keras plays catch blog post

Train

python qlearn.py

Test

1. Generate figures

drsimonj

library(dplyr)

d <- data_frame(x = seq_len(100))
d
#> # A tibble: 100 x 1
#>        x
#>    <int>
#>  1     1
#>  2     2
#>  3     3

mildlydiverting

Kim's Very Long and Boring Email Text File about File Versioning and Servers.

Hello all.

This is A Very Long and Boring Email Text File about File Versioning and Servers.

Please feel free to point and laugh, but this is all stuff that I've learnt the hard way, and that we should start to do as we get bigger. It doesn't take long for all this to become a habit; something you don't even think about doing. When it's working properly, it offloads a load of organisational stuff from your brain, too - which is nice, and what computers should help you do.