Upgrade to Pro — share decks privately, control downloads, hide ads and more …

word prediction

Avatar for tetsuroito tetsuroito
June 24, 2017
Technology
0
840

word prediction

第62回Tokyo.RのLT資料です

Avatar for tetsuroito

tetsuroito

June 24, 2017
Tweet

More Decks by tetsuroito

See All by tetsuroito
Data Engineering Study#30 LT資料
Avatar for tetsuroito tetsuroito
2
1.7k
データエンジニアリングの潮流を俯瞰する
Avatar for tetsuroito tetsuroito
1
1.9k
Classiが取り組んできた 機械学習の試行錯誤
Avatar for tetsuroito tetsuroito
0
880
事業会社でのデータマネジメントのプラクティス #TechMar
Avatar for tetsuroito tetsuroito
1
680
Data Engineering Study #9 Classiのデータ組織の歩み
Avatar for tetsuroito tetsuroito
5
6.1k
Data Engineering Study #3 基調講演_データ分析基盤の浸透に必要なこと
Avatar for tetsuroito tetsuroito
4
5k
Subscription Meetup Vol.2 Opening Talk Slide
Avatar for tetsuroito tetsuroito
0
160
Data_Pipeline_Casual_Talk_Vol.4_for_Ready.pdf
Avatar for tetsuroito tetsuroito
0
1.7k
Data Pipeline Casual Talk Vol.3 for Ready #DPCT
Avatar for tetsuroito tetsuroito
0
2.1k

Other Decks in Technology

See All in Technology
クレジットカード決済基盤を支えるSRE - 厳格な監査とSRE運用の両立 (SRE Kaigi 2026)
Avatar for capytan capytan
6
2.7k
日本の85%が使う公共SaaSは、どう育ったのか
Avatar for たけだ taketakekaho
1
150
Introduction to Bill One Development Engineer
Avatar for Sansan, Inc. sansan33
PRO
0
360
AI駆動開発を事業のコアに置く
Avatar for 鬼澤輔 tasukuonizawa
1
130
Frontier Agents (Kiro autonomous agent / AWS Security Agent / AWS DevOps Agent) の紹介
Avatar for msysh msysh
3
160
ZOZOにおけるAI活用の現在 ~開発組織全体での取り組みと試行錯誤~
Avatar for ZOZO Developers zozotech
PRO
5
5k
Data Hubグループ 紹介資料
Avatar for Sansan, Inc. sansan33
PRO
0
2.7k
生成AI時代にこそ求められるSRE / SRE for Gen AI era
Avatar for ymotongpoo ymotongpoo
5
3k
小さく始めるBCP ― 多プロダクト環境で始める最初の一歩
Avatar for kekke-n kekke_n
1
380
IaaS/SaaS管理における SREの実践 - SRE Kaigi 2026
Avatar for Shun bbqallstars
4
1.8k
Context Engineeringの取り組み
Avatar for nutslove nutslove
0
320
【５分でわかる】セーフィー エンジニア向け会社紹介
Avatar for Safie safie_recruit
0
42k

Featured

See All Featured
The Organizational Zoo: Understanding Human Behavior Agility Through Metaphoric Constructive Conversations (based on the works of Arthur Shelley, Ph.D)
Avatar for Dr. Kim W Petersen kimpetersen
PRO
0
240
Exploring the Power of Turbo Streams & Action Cable | RailsConf2023
Avatar for Kevin Liebholz kevinliebholz
37
6.3k
The untapped power of vector embeddings
Avatar for Frank van Dijk frankvandijk
1
1.6k
Reflections from 52 weeks, 52 projects
Avatar for Jefferson Lam jeffersonlam
356
21k
The AI Search Optimization Roadmap by Aleyda Solis
Avatar for Aleyda Solis aleyda
1
5.2k
The Pragmatic Product Professional
Avatar for Laura Van Doore lauravandoore
37
7.1k
Why Our Code Smells
Avatar for Brandon Keepers bkeepers
PRO
340
58k
Navigating Algorithm Shifts & AI Overviews - #SMXNext
Avatar for Aleyda Solis aleyda
0
1.1k
Context Engineering - Making Every Token Count
Avatar for Addy Osmani addyosmani
9
650
Automating Front-end Workflow
Avatar for Addy Osmani addyosmani
1371
200k
[RailsConf 2023] Rails as a piece of cake
Avatar for Vladimir Dementyev palkan
59
6.3k
B2B Lead Gen: Tactics, Traps & Triumph
Avatar for Sophie Logan marketingsoph
0
53

Transcript

  1. Tokyo.R ver.62 LT ʮWord Predictionʯ 2017/06/24(sat) @ࣚཹ

  2. ࣗݾ঺հ ໊લɿҏ౻ ప࿠(@tetsuroito) ࢓ࣄɿFinTechܥ झຯɿञɺαοΧʔ؍ઓɺεΩʔ ݴޠɿSQL΍Rݴޠɻ࠷ۙ͸Python΍ͬͯΔ ࠷ۙ͸෼ੳͱ͔͋Μ·Γ͍ͯ͠ͳ͍

  3. એ఻ɿ࿈ࡌ΍ͬͯ·͢ ιʔγϟϧ֦ࢄͷఆྔσʔλ͕ࢲͷϞνϕͰ͢

  4. ࠓ೔ͷLTͷ͖͔͚ͬ ;ͱ31VCTͷΤϯτϦΛݟ͍ͯͨΒɺ Կ΍Β໘നͦ͏ͳ΋ͷΛൃݟͨ͠ͷͰɺ ࠓ೔͸͜Εͷ࿩Ͱ͢ IUUQSQVCTDPN.BMPSFBO

  5. എܠͱϞνϕʔγϣϯ ɾܞଳ୺຤͸ΩʔϘʔυϨΠΞ΢τʹ͸খ͍͞ ɾ୹ॖͨ͠ϫʔυΛଧͪࠐΉ͍͔ͭ͘ͷख๏͕͋Δ T9 (Text on 9keys):ΨϥέʔϘλϯΈ͍ͨͷ Sliding:εϚϑΥͷΩʔϘʔυ ༧ଌม׵ ͜ͷ1+͸ೖྗ͞ΕͨϑϨʔζʹ࠷΋͋Γͦ͏ͳޠΛ

    ༧ଌͯ͠ఏࣔ͢Δͱ͍͏΋ͷ

  6. ߏ੒ Capstone Dataset RͰ࣮ݱ ख๏ɿTMɺQuantedaɺtext2vec DBɿSqlite using RSQlite εϐʔυͱγϯϓϧ͞Ͱ্هͷબఆ

  7. σʔλϞσϧ ετοϓϫʔυͳ͠ N-GramΛར༻Ͱ(2-Gram͔Β7-Gram) ༧ଌม׵

  8. N-Gram n-1ޠΛจ຺ͱͯ࣍͠ͷޠΛ༧ଌ จࣈn-gram ୯ޠn-gram class n-gramͳͲ ࣗવݴޠॲཧʹ͓͚ΔҰൠతͳݴޠϞσϧͰ͢

  9. ݁Ռ͸Shiny Appʹ IUUQTNBMPSFBOTIJOZBQQTJP8PSE1SFEJDUJPO

  10. ݁࿦ ɾ՝୊ ɹ5.ύοέʔδͷେ͖͍σʔληοτͷύϑΥʔϚϯε ɹΠϯϑϧΤϯβʹ͔͔ͬͯ࣌ؒͱΒΕͪΌͬͨ ɾֶͼ ɹXPSLJUFSBUJWF ɹ΋ͬͱίʔυ΍σʔλখ͘͞Ͱ͖Δ͔΋ ɾࠓޙͷൃలʹΉ͚ͯ ɹҧ͏σʔλͰࢼ͍ͨ͠ ɹ4LJQ(SBNΛ࢖͏

    ɹ,OFTFS/FZ΍,BU[`TCBDLP⒎ͰεϜʔδϯά

  11. ͝੩ௌ͋Γ͕ͱ͏ ͍͟͝·ͨ͠ʂ