pycon2018

LevelDB + Plyvel
Plyvel is a fast and feature-rich Python interface to LevelDB.
LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values.

Click is a Python package for creating beautiful command line interfaces
http://click.pocoo.org/5/

Luigi로 Data Pipeline system 구현하기 **
https://www.pycon.kr/2018/program/20
https://www.slideshare.net/songew/luigi-data-pipeline-system

snakemake
https://github.com/snakemake-workflows/docs
http://slides.com/johanneskoester/snakemake-tutorial-2016#/2

진실은 언제나 하나! : Python으로 만나보는 Digital Forensic ***
https://www.slideshare.net/ssuser5fc0a31/pycon-kr-2018-python-digital-forensic

학습하는 조직과 파이썬: 뱅크샐러드 사례를 중심으로
https://speakerdeck.com/sunghyunzz/hagseubhaneun-jojiggwa-python-baengkeusaelreodeu-saryereul-jungsimeuro

뱅크샐러드
https://rainist.com/

더 많은 일을 하면서 더 빨리 하기
http://egloos.zum.com/agile/v/1762301

cProfile 사용법

from cProfile import Profile

prof = Profile()
prof.enable()

prof.disable()
prof.print_stats(sort=1)

---------

파이썬으로 네트워크 장비 테스트 자동화 하기
https://www.slideshare.net/ssuserdec263/pycon-korea-2018-automating-network-device-test-with-python-dongsookoo/ssuserdec263/pycon-korea-2018-automating-network-device-test-with-python-dongsookoo

다산네트웍스

40만명이 쓰는 Django channels 채팅서버, 우리는 어떻게 만들었나?
https://www.pycon.kr/2018/program/19

Ring: 프로그래밍 언어와 가까운 캐시 인터페이스
https://www.pycon.kr/2018/program/3
https://www.slideshare.net/YunWonJeong/2018-pycon-korea-ring

function decorator 사용법

Dive Into 파이써니스쿨 - 2020년, 만약 모든 과목 선생님들이 파이썬을 배운다면? **
https://www.pycon.kr/2018/program/15
https://www.slideshare.net/SongSukree/2018-pyconkr-dive-into-2020-110359617
https://github.com/greatsong/pycon2018

Microsoft Azure Notebooks
https://goo.gl/t2VoeH

PyQt로 만드는 웹기반 데스크탑 어플리케이션
https://www.pycon.kr/2018/program/48
https://www.slideshare.net/ravenkyu/py-con2018-pyqt

https://opentutorials.org/

PyQt + Web

Blockly

파이썬으로 학생 들여다보기
https://www.pycon.kr/2018/program/32
https://www.slideshare.net/YungonPark/pycon-korea-2018

아이스크림에듀 지능정보기술연구소
http://www.sigongmedia.co.kr/kor/sgm/about/publicity_view.asp?seq=183

인생은 짧아요, 엑셀 대신 파이썬 ***
https://www.pycon.kr/2018/program/29
https://www.slideshare.net/plusjune/ss-110416117

df[::2]

Django ORM 조금 더 깊게 살펴보기
https://www.pycon.kr/2018/program/53
https://www.slideshare.net/iandmyhand/pycon-kr-2018-effective-tips-for-django-orm-in-practice-110522221

드론 및 인공위성 영상을 이용한 태양광발전소 입지분석
https://www.pycon.kr/2018/program/6

pix4d.com
드론영상에서 Point cloud, mesh 생성
Panda3d
map.vworld.kr

딥러닝을 이용한 로그 기반의 게임 AI 개발
https://www.pycon.kr/2018/program/34
https://www.slideshare.net/SuntaeKim7/a-development-of-logbased-game-ai-using-deep-learning-110222600

tensorflow

GDB와 strace로 Hang 걸린 Python Process 원격 디버깅
https://www.pycon.kr/2018/program/45
https://www.slideshare.net/kym970918/gdb-strace-hang-python-process-110423511

gdb 사용

requests timeout 사용할 것

2to3 converter를 활용한 django 프로젝트 python 버전업 삽질기
https://www.pycon.kr/2018/program/43
https://www.slideshare.net/ssuser6fe086/pycon-korea-2018-2to3-converter-django-python-110386412

Deep Dive into Coroutine
https://www.pycon.kr/2018/program/42
https://www.slideshare.net/daykim7/pyconkr-2018-deep-dive-into-coroutine-110194978/1

SW 의무교육 시대에서 살아남기 - 학생이 바라보는 교육자
https://www.pycon.kr/2018/program/27
https://www.slideshare.net/SungWooPark41/high-110673948

하이퍼커넥트에서 자동 광고 성과 측정 시스템 구축하기
https://www.pycon.kr/2018/program/83
https://www.slideshare.net/ssuseraefa0b/pycon-korea-2018-110378569

crontab
airflow

비슷하네.

파이썬에 switch문 넣기 : 새 구문을 만들면서 배우는 파이썬 내부
https://www.pycon.kr/2018/program/49
https://drive.google.com/file/d/1y9oBuTEdKYg3aphWO-R1u-15_1K2e29x/view

PEP 339 -- Design of the CPython Compiler
https://www.python.org/dev/peps/pep-0339/

A Spark for Diversity: A Walk-through of Women Who Code Manila’s Python Study Group
https://www.pycon.kr/2018/program/40
https://docs.google.com/presentation/d/18MLZXrjEqo530j0hItaa5t6hderr2PdF1J48drMbulU/edit#slide=id.p2

https://mathspace.co/us

파이썬으로 암을 찾아보자: 데이터로 만드는 의학 이야기
https://www.pycon.kr/2018/program/84
https://www.slideshare.net/secret/1aHamVcE1cRQ13

33p
먼저 분류를 한 다음
어디를 보고 분류를 했는지 시각화하자

루닛
https://lunit.io/joinus/

SPIE Medical Imaging
http://spie.org/conferences-and-exhibitions/medical-imaging?SSO=1

인공지능 슈퍼마리오의 거의 모든것
https://www.pycon.kr/2018/program/4
https://speakerdeck.com/wonseokjung/a-dot-i-supermario-with-reinforcement-learning

나누고 나누기: 파이썬으로 코드 리팩토링하기
https://www.pycon.kr/2018/program/31
https://docs.google.com/presentation/d/1qk4Wdj8E0Lvux2ES_KLF5e35IJJLBNx1YG3zSehhx08/edit

추천 시스템을 위한 어플리케이션 서버 개발 후기 @ kakao
https://www.pycon.kr/2018/program/33
https://www.slideshare.net/kimkwangseop/pycon-korea-2018-python-application-server-for-recommender-system-110602118

데이터베이스 프로파일링

꼼꼼한 캐싱

동물 홍채인식부터 서버까지 python으로 만들기
https://www.pycon.kr/2018/program/50
https://www.slideshare.net/ssuser0188f31/animal-iris-recognition

DjangoRestFramework
http://www.django-rest-framework.org/

Pyscopg2
Psycopg: PostgreSQL + Python

Python version of Google's common library for parsing, formatting, storing and validating international phone numbers
https://pypi.org/project/phonenumberslite/

동물 홍채와 사람 홍채는 다르다.
기본 알고리즘으로 처리 안 됨

Python으로 구현한 모바일 로봇 지능
https://www.pycon.kr/2018/program/13
https://docs.google.com/presentation/d/1gfgpGvDmQ5VcnpbENjLhoHjaVvMhZtaTM5hlB71ETrI/edit

Behavior tree
FSM 비슷한 개념

우아하게 준비하는 테스트와 리팩토링
https://www.pycon.kr/2018/program/24
https://www.slideshare.net/KennethCeyer/pycon-korea-2018-109833085/KennethCeyer/pycon-korea-2018-109833085

if status == False:
=>
if not status

NoneObject return

신과 함께 파이썬과 함께
https://www.pycon.kr/2018/program/14
https://drive.google.com/file/d/1YPKP1f0_7kup0SpNx89DsOwlSpe5WHWC/view

레거시 시스템에 Django 들이밀기
https://www.pycon.kr/2018/program/18
https://www.slideshare.net/jiyongjung/django-110093933

python manage.py inspectdb > models.py

기존 DB에서 model 뽑아내기

Topic Modeling & Word Embedding 그리고 화장품
https://www.pycon.kr/2018/program/5
https://www.slideshare.net/hongjoo/topic-modeling-word-embedding-on-cosmetics

https://www.glowpick.com/

본인들 한국 분석기 있는 듯?

비개발자에게 파이썬 가르치기
https://www.pycon.kr/2018/program/44
https://www.slideshare.net/SeokhwanMoon/pycon-korea-2018-111614211

Python Is Now the Most Popular Introductory Teaching Language at Top U.s. Universities
https://cacm.acm.org/blogs/blog-cacm/176450-python-is-now-the-most-popular-introductory-teaching-language-at-top-u-s-universities/fulltext

def is_odd(value):
"""(int) -> int
value가 짝수일 경우 0을 아닐 경우 1을 리턴한다.

   >>>is_odd(7)
   1
   >>>is_odd(14)
   0
   """
   return value %2

http://pythontutor.com/

Google Doodle 블럭 게임

이무기: 파이썬으로 만드는 컴파일러
https://www.pycon.kr/2018/program/2
https://www.slideshare.net/secret/n7Q2JmxHlXM82y

File I/O와 ast 만 있으면 compiler를 만들 수 있다!!!

ShivyC

C compiler created in Python.
https://github.com/ShivamSarodia/ShivyC

작은 오픈 소스 3년 운영기
https://www.pycon.kr/2018/program/23
https://speakerdeck.com/parkayun/pycon-korea-2018-jageun-opeunsoseu-3nyeon-unyeonggi

Python in Chains: Running Python Code for IoT Projects on a custom-built Blockchain Network
https://www.pycon.kr/2018/program/16
https://www.slideshare.net/DanielHong64/pycon-korea-2018-python-in-chains-running-python-code-for-iot-projects-on-a-custombuilt-blockchain-network-110606011

땀내를 줄이는 Data와 Feature 다루기
https://www.pycon.kr/2018/program/47
https://www.slideshare.net/zzonee/2018-pycon-kr-data-feature/

plotnine
https://github.com/has2k1/plotnine

전국 신규 아파트 분양가격 동향 2015-2018
https://www.data.go.kr/dataset/3035522/openapi.do

pd.melt ?

Reshape Pandas Data With Melt
https://deparkes.co.uk/2016/10/28/reshape-pandas-data-with-melt/

Python Pandas Tutorial 11. Reshape dataframe using melt
https://www.youtube.com/watch?v=oY62o-tBHF4

import missingno as msno
msno.matrix(park)

파이썬에서 함수형으로 프로그래밍하기
https://www.pycon.kr/2018/program/1
https://www.slideshare.net/wonhoha/pyconkr2018-functional-programming

Pythonic code가 과연 효율적일까?
https://www.pycon.kr/2018/program/46
https://www.slideshare.net/ssuserd5b689/pythonic-110444563

cProfile

memory_profiler

Quantify myself - self 사생활침해
https://www.pycon.kr/2018/program/25
https://www.slideshare.net/frhyme/pyconkr2018-quantify-myself-self-110612139

networkx
gspread
itertools
collections

frhyme.github.io

3D 그래픽, 그 안에서의 Python
https://www.pycon.kr/2018/program/9
https://www.slideshare.net/secret/3LFOVHKyb1IxJw

일반적인 케이스까지 포함한 파이썬을 이용한 의료 물리학 모델링 및 분석의 이해
https://www.pycon.kr/2018/program/52
https://www.slideshare.net/secret/GpuG3kWmadxo6G

EP-1838: FROG: a novel GPU-based approach to the pencil beam algorithm for particle therapy
https://www.thegreenjournal.com/article/S0167-8140(18)32147-9/fulltext

Ready, Get Set, Go!
https://www.pycon.kr/2018/program/30
https://www.slideshare.net/scarinet/ready-get-set-run-110525467

스프린트
PyData Sprint

Callosum: An RPC Tranport Library
https://www.pycon.kr/2018/program/41
https://speakerdeck.com/achimnol/pycon-kr-2018-callosum-an-rpc-transport-library

Python으로 나만의 IOT 구축하기
https://www.pycon.kr/2018/program/10
https://speakerdeck.com/sangwoopark/pyconkr-2018-pythoneuro-namanyi-iot-gucughagi

Python module for controlling Broadlink RM2/3 (Pro) remote controls, A1 sensor platforms and SP2/3 smartplugs
https://github.com/mjg59/python-broadlink

법률 네트워크 분석: 30년간의 변화 Changes in legal citation network over 30 years
https://www.pycon.kr/2018/program/21
https://www.slideshare.net/ssuser32e51e/changes-in-legal-citation-network-over-30-yearspycon-korea-2018

그렇게 커미터가 된다: Python을 통해 오픈소스 생태계 가르치기
https://www.pycon.kr/2018/program/17
https://www.slideshare.net/inureyes/python-110684727/

[라이트닝 토크] 파이썬으로 토이프로젝트 만들기
https://www.pycon.kr/2018/program/81
https://www.slideshare.net/taekwankwon/pycon-2018-llighting-talk

http://daily-devblog.com/
https://awesome-devblog.herokuapp.com/#/

저작자표시 (새창열림)