Summary: Transformer (a la "Attention is All You Need") is a complex model that is built upon several important ideas. In this article, we explain these ideas in terms of traditional programming concepts, without using math.
Prerequisites: basic understanding of NN and RNN, and Python.
7 Research-Based Principles for Smart Teaching, by Ambrose, Bridges, DiPietro, Lovett and Normal (2010) Wiley.
https://www.amazon.com/How-Learning-Works-Research-Based-Principles-ebook/dp/B003IEJZXS
この章では、興味のない学生、やる気の出ない学生に対する対処法が述べられている。
| # Fake Dutch translator (very incomplete!) | |
| # Usage: sed -f dutch.sed input.txt | |
| s/\ba\b/_en_/ig | |
| s/\ban\b/_en_/ig | |
| s/\bthe\b/_de_/ig | |
| s/\bof\b/_van_/ig | |
| s/\bit\b/_het_/ig | |
| s/\bnot\b/_niet_/ig | |
| s/n't\b/niet_/ig | |
| s/\bin\b/_in_/ig |
| # Fake Japanese translator | |
| # usage: sed -f japanese.sed input.txt | |
| s/\ba\b//ig | |
| s/\ban\b//ig | |
| s/\bthe\b//ig | |
| s/\bis\b/_desu_/ig | |
| s/\bnot\b/_nai_/ig | |
| s/n't\b/nai_/ig | |
| s/\bof\b/_no_/ig | |
| s/\bin\b/_de_/ig |
| <!DOCTYPE html> | |
| <html> | |
| <head> | |
| <meta http-equiv="Content-Type" content="text/html; charset=UTF-8" /> | |
| <meta http-equiv="X-UA-Compatible" content="IE=edge" /> | |
| <title>Video Trimmer</title> | |
| <style> | |
| h1 { border-bottom: solid black 2px; } | |
| .selector { border: solid black 1px; margin: 4px; padding: 4px; } | |
| .player { border: solid black 1px; margin: 4px; padding: 4px; } |
| #!/bin/sh | |
| SSH_HOME=$HOME/.ssh | |
| SSH_LOG=${SSH_AGENT_LOG:-$SSH_HOME/ssh-agent.log} | |
| SSH_KEY=${1:-$SSH_HOME/id_ed25519} | |
| KEY_DURATION=1d | |
| IFS=$'\n' | |
| sig=$(ssh-keygen -l -f "$SSH_KEY") | |
| for i in $(ssh-add -l); do | |
| if [ "$i" = "$sig" ]; then |