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@persiyanov
persiyanov / howto.md
Last active October 21, 2021 15:35
How-to get Amazon EC2 instance and do machine learning on it. Jupyter 4.0.6 server and Python 2.7.

Goal

Want to move computation on machine with much power. We will set up Anaconda 4.0.0 and XGBoost 0.4 (it is tricky installable).

Preliminaries

Let's start

AWS Console and launching EC2 Instance.

@moshest
moshest / appspec.yml
Last active October 13, 2021 18:09
Node.js Project on AWS CodeDeploy CentOS
version: 0.0
os: linux
files:
- source: /
destination: /home/ec2-user/node
permissions:
- object: /home/ec2-user
owner: ec2-user
group: ec2-user
type:
@jasonrdsouza
jasonrdsouza / combineS3Files.py
Last active June 3, 2023 17:22
Python script to efficiently concatenate S3 files
'''
This script performs efficient concatenation of files stored in S3. Given a
folder, output location, and optional suffix, all files with the given suffix
will be concatenated into one file stored in the output location.
Concatenation is performed within S3 when possible, falling back to local
operations when necessary.
Run `python combineS3Files.py -h` for more info.
'''
@arturmkrtchyan
arturmkrtchyan / get_job_status.sh
Last active August 7, 2023 18:55
Apache Spark Hidden REST API
curl http://spark-cluster-ip:6066/v1/submissions/status/driver-20151008145126-0000
@karpathy
karpathy / min-char-rnn.py
Last active July 22, 2024 04:44
Minimal character-level language model with a Vanilla Recurrent Neural Network, in Python/numpy
"""
Minimal character-level Vanilla RNN model. Written by Andrej Karpathy (@karpathy)
BSD License
"""
import numpy as np
# data I/O
data = open('input.txt', 'r').read() # should be simple plain text file
chars = list(set(data))
data_size, vocab_size = len(data), len(chars)
@ihoneymon
ihoneymon / how-to-write-by-markdown.md
Last active July 19, 2024 12:06
마크다운(Markdown) 사용법

[공통] 마크다운 markdown 작성법

영어지만, 조금 더 상세하게 마크다운 사용법을 안내하고 있는
"Markdown Guide (https://www.markdownguide.org/)" 를 보시는 것을 추천합니다. ^^

아, 그리고 마크다운만으로 표현이 부족하다고 느끼신다면, HTML 태그를 활용하시는 것도 좋습니다.

1. 마크다운에 관하여

@marocchino
marocchino / 094607.md
Last active July 19, 2022 14:25
ES6시대의 JavaScript

ES6시대의 JavaScript

안녕하세요. 사원사업부의 마루야마@h13i32maru입니다. 최근의 Web 프론트엔드의 변화는 매우 격렬해서, 조금 눈을 땐 사이에 점점 새로운 것이 나오고 있더라구요. 그런 격렬한 변화중 하나가 ES6이라는 차세대 JavaScript의 사양입니다. 이 ES6는 현재 재정중으로 집필시점에서는 Draft Rev31이 공개되어있습니다.

JavaScript는 ECMAScript(ECMA262)라는 사양을 기반으로 구현되어있습니다. 현재 모던한 Web 브라우저는 ECMAScript 5.1th Edition을 기반으로 한 JavaScript실행 엔진을 탑재하고 있습니다. 그리고 다음 버전인 ECMAScript 6th Edition이 현재 재정중으로, 약칭으로 ES6이라는 명칭이 사용되고 있습니다.

@simonista
simonista / .vimrc
Last active July 21, 2024 14:41
A basic .vimrc file that will serve as a good template on which to build.
" Don't try to be vi compatible
set nocompatible
" Helps force plugins to load correctly when it is turned back on below
filetype off
" TODO: Load plugins here (pathogen or vundle)
" Turn on syntax highlighting
syntax on