2016-09-21 PyConJP2016

Yuta Kashino• BakFoo, Inc. CEO

• Astro Physics /Observational Cosmology

• Zope / Python

• Realtime Data Platform for Enterprise

BakFoo, Inc.NHK NMAPS: +

BakFoo, Inc.web

http://bluethunder.bakfoo.com:8080/

BakFoo, Inc.PyConJP 2015

Python

BakFoo, Inc.

BakFoo, Inc.: SNS +

BakFoo, Inc.• SNS

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• Publish or perish

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1: •

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• /GPU

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• vagrant

• docker

2: • arXiv

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• MOOC

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3: • GitHub

• Linux

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• NeXT https://en.wikipedia.org/wiki/NeXT#Background

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1.

2. OS

3. Python

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1.•

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• GPU AWS, , Azure, Softlayer

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• AWS

2.OS•

• OS X / Windows

• Ubuntu

• CentOS, Fedora, Debian, openSUSE

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• GPU

2.OS• Ubuntu LTS

• 14.04, 16.04

• Ubuntu

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• apt

• GPU Ubuntu .

3.Python• Python :

• Python(x,y) http://python-xy.github.io/ • Scipy Superpack for Homebrew http://stronginference.com/ScipySuperpack/ • Enthought Canopy https://www.enthought.com/canopy-subscriptions/ • Continuum Analytics Anaconda https://www.continuum.io/downloads

• Python : • easy_install • pip • wheel • Curdling • conda

• Python : • virtualenv • conda

• Python 2 3

3.Python :• Anaconda (conda + pip)

• • conda pip

• conda

• 2/3 3 • 2

• conda

• 2 six __future__ 3 .

4.•

• ansible, salt stack OS

• vagrant

• docker

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• docker/docker compose

5.•

• test1.py, test2.py, test3.py…

• git

• github bitbucket

• github .

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• Ubuntu LTS (14.04, 16.04)

• Anaconda: Conda + pip

• docker

• github

1. Python

2.

1.Python•

• import foovar

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https://github.com/bakfoo/awesome-pysci

1.• Awesome Python :

• https://github.com/bakfoo/awesome-pysci

2.• import antigravity

https://xkcd.com/353/

1:

1: • ulmo

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• : https://github.com/bakfoo/pyconjp2016/blob/master/meteology/

ulmo_pyconjp2016.ipynb

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2: • obspy

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• : https://github.com/bakfoo/pyconjp2016/blob/master/sesimology/

obspy_pyconjp2016.ipynb

1.

2.

3.

1.• ArXiv

• @StatMLPapers

• GitXiv / Arxiv Sanity Preserver

• trending_arxiv /

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• NIPS, ICML, KDD, IVPR...

• videolectures.net, youtube.com

• SNS .

2.• :

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• MOOC

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2.PEAK• deliberate practice

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• (Forcus)

• (Feedback)

• (Fix)

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2.• PEAK

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3.

3

3: • LIGO The Laser Interferometer Gravitational-Wave Observatory

• 4km L • Hanford(Washington) Livingston(Louisiana)

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3 BH

• chirp:

3: • https://github.com/bakfoo/pyconjp2016/

blob/master/ligo/gwave_pyconjp2016.ipynb

3. 3: BH

Matched Filtering

3: PySci• Python

• LIGO Python

• LIGO

C++

3: • 2015 9 14

• 36 29 BH 62 BH

36+29 = 65

• 4km 10-18m

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Questions

kashino@bakfoo.com@yutakashino