khacanh

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 and experience preferred (super rare at this point).

My own notes from a few months back.

Background

• Survey of LLMS
• Self-attention and transformer networks

khacanh

App description

Create a simple ReactJS app that fetches and displays a list of Rails GitHub issues. For each item display the id and the title. Use ul and li for this list.

GitHub API supports pagination, at the beginning load the first page with 5 issues. At the bottom there is a button Next that loads the next 5 issues.

Clicking on an issue item will highlight it. Click on it again will toggle the highlight. Only 1 item is highlighted at a time.

Feel free to implement the UI in your own way. However the code should be neat.

khacanh

# From http://blog.otoro.net/2015/11/24/mixture-density-networks-with-tensorflow/

import matplotlib.pyplot as plt
import numpy as np
import tensorflow as tf
import math

NHIDDEN = 24
STDEV = 0.5
KMIX = 24 # number of mixtures

khacanh

Trăm năm trong cõi người ta,
Chữ tài chữ mệnh khéo là ghét nhau.
Trải qua một cuộc bể dâu,
Những điều trông thấy mà đau đớn lòng.
Lạ gì bỉ sắc tư phong,
Trời xanh quen thói má hồng đánh ghen.
Cảo thơm lần giỞ trước đèn,
Phong tình có lục còn truyền sử xanh.
Rằng năm Gia Tĩnh triều Minh,
Bốn phương phẳng lặng, hai kinh vững vàng.

khacanh

"========================================================
" INSTALL PLUGINS
"========================================================
filetype off
call plug#begin('~/.vim/plugged')
Plug 'vim-airline/vim-airline'
Plug 'vim-airline/vim-airline-themes'
Plug 'scrooloose/nerdtree'
Plug 'scrooloose/nerdcommenter'
Plug 'easymotion/vim-easymotion'

khacanh

http://motherboard.vice.com/read/steve-wozniak-was-my-computer-teacher-in-1995

NN&DL http://colah.github.io/posts/2014-03-NN-Manifolds-Topology/

Different model to explain evolution https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5180405/

Scientist that goes against adaptationism https://en.wikipedia.org/wiki/Stephen_Jay_Gould

khacanh

À	A
Á	A
Ả	A
Ạ	A
Â	A
Ấ	A
Ầ	A
Ẩ	A
Ậ	A
Ẫ	A

khacanh

[1] Search and replace in multiple files

:argadd **/*.rb
:arg # list out arguments
:argdo %s/\(pattern\)/\1_asdf/ge | update

[2] Find magic

find . -name '*.rb' -newer Gemfile -print

khacanh

adb -s emulator-55 shell
su -
cp /data/data/com.app.yo/databases/mydb.db /sdcard/Download/
# exit adb shell
adb pull /sdcard/Download/mydb.db

khacanh

// script1.js
// This is our test script
// This simple script will bump the lock to 100%

var Firebase = require('firebase');
var firebase = new Firebase('<FIREBASEROOT>/mychat/presences');
var token = '<FIREBASE_SECRET>';

function cleanup(code) {
  console.log("EXIT");