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AIでピタゴラスイッチ

Aipa
April 11, 2023

 AIでピタゴラスイッチ

ここで発表したスライド

https://re-build.connpass.com/event/279367/

Aipa

April 11, 2023
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  1. "*ͰϐλΰϥεΠον
    ʲԭೄʳ$IBU(15ʹ͍ͭͯޠΖ͏ձʂॳ৺ऀ0,ʂ
    BJQBDPNNBOEFS!ಹ೼

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  2. ࣗݾ঺հ
    w ΞΠύʔୂ௕ͱ͍͍·͢ !BJQBDPNNBOEFS

    w $#DMPVEגࣜձࣾͰಇ͍͍ͯ·͢
    w ࠺ͱࢠೋਓͱݘඖͱೣඖͰ΄΅ຖ೔8FMDPNFUPΑ͏ͦ͜͡Όͺ
    Γͺʔ͘ࠓ೔΋υολϯόολϯେ૽͍͗ͯ͠·͢
    w ʢࠓ͸ʣϑϩϯτΤϯδχΞͰ͢ʂ

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  3. એ఻ࠓ౓΍Γ·͢ʂʢʣ
    IUUQT
    fl
    VUUFSPLJOBXBDPOOQBTTDPNFWFOU

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  4. "*ϐλΰϥεΠον35"
    ʙ͓લ͸ʢ೔Ͱʣ͍ͭ͘࿈ܞͰ͖Δ͔ʙ

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  5. ϨΪϡϨʔγϣϯ
    w ೔ͰͲΕ͙Β͍ܨ͛ΒΕΔ͔ʢ࢓ࣄ͸ɾɾɾʁʣ
    w අ༻͸࠷খԽ͍ͯͩ͘͠͞

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  6. "*ϐλΰϥεΠον
    1SPNQUΛॻ͘
    ݁Ռ͕ฦΔ

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  7. "*ϐλΰϥεΠον-W
    w ϐλΰϥεΠον͡Όͳ͍ʙ'JOʙ
    w Ͱ΋ΈΜͳ͜͏͍͏ߏ੒Ͱී௨࢖͏͸ͣ
    w ໘ന͘ͳ͍ͷͰ΋ͬͱͭͳ͛ͯΈ͍ͨ

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  8. "*ϐλΰϥεΠον-W
    1SPNQUΛ͠Ό΂ΔʢԻ੠ʣ
    ݁Ռ͕ฦΔʢςΩετʣ
    ݁Ռ͕ฦΔʢςΩετʣ
    1SPNQUΛ౤͛ΔʢςΩετʣ

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  9. "*ϐλΰϥεΠον-W
    w (PPHMF$PMBCPSBUPSZ8IJTQFSΛಋೖͨ͠
    w 8IJTQFSʢ0QFO"*ʣ͸Ի੠Λจࣈى͜͠ʢςΩετԽʣͰ͖Δͨ
    Ίɺ1SPNQUΛԻ੠Ͱೖྗ͢Δ͜ͱ͕Ͱ͖Δ
    w ՝ۚͯ͠"1*΋ར༻Ͱ͖Δ͕ɺϞσϧ΋͍͔ͭ͘ެ։͞Ε͓ͯ
    Γɺ׌ͭ044ͳͷͰࣗ෼ͰϗετՄೳ
    w (PPHMF$PMBCPSBUPSZ͸؀ڥߏஙෆཁˍ(16͕࢖͑Δ؀ڥΛ(PPHMF
    ΞΧ΢ϯτ͕͋Ε͹ແྉͰར༻Ͱ͖ΔͳαʔϏε

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  10. "*ϐλΰϥεΠον-Wʢ՝୊ʣ
    1SPNQUΛ͠Ό΂ΔʢԻ੠ʣ
    ݁Ռ͕ฦΔʢςΩετʣ
    ݁Ռ͕ฦΔʢςΩετʣ
    1SPNQUΛ౤͛ΔʢςΩετʣ
    ֎෦͔Β)551Ͱ΍ΓऔΓ
    ͢ΔͨΊʹɺ"1*Խ͕ඞཁ
    "1*Խͯ͠΋$PMBCP୯ମ
    Ͱ͸֎෦ެ։͕Ͱ͖ͳ͍

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  11. 'MBTLOHSPL
    w 'MBTL͸1ZUIPOͷܰྔ8FC"1*
    ϑϨʔϜϫʔΫ
    w OHSPL͸ɺϩʔΧϧͰཱͯͨ8FC
    αʔόΛ҆શʹ֎෦ެ։Ͱ͖ΔṖ
    ςΫϊϩδʔʢ͋Μ·ΓΑ͘Θ
    ͔͍ͬͯͳ͍ʣ

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  12. "*ϐλΰϥεΠον-W
    1SPNQUΛ͠Ό΂ΔʢԻ੠ʣ
    ݁Ռ͕ฦΔʢςΩετʣ
    ݁Ռ͕ฦΔʢςΩετʣ
    1SPNQUΛ౤͛ΔʢςΩετʣ

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  13. "*ϐλΰϥεΠον-W
    w 'MBTLͱOHSPLΛ࢖͏͜ͱͰɺ$PMBCP্ͷ8IJTQFSΛެ։͢Δ͜ͱ͕
    Ͱ͖ͨ
    w (16࢖͍ͬͯΔͷͰαΫαΫจࣈى͜͠͞ΕΔ
    w 8IJTQFS͍͢͝

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  14. "*ϐλΰϥεΠον-W
    w 'MBTLͱOHSPLΛ࢖͏͜ͱͰɺ$PMBCP্ͷ8IJTQFSΛެ։͢Δ͜ͱ͕
    Ͱ͖ͨ
    w (16࢖͍ͬͯΔͷͰαΫαΫจࣈى͜͠͞ΕΔ
    w 8IJTQFS͍͢͝
    w ΋ͬͱͭͳ͛ͯΈ͍ͨ

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  15. "*ϐλΰϥεΠον-W
    1SPNQUΛ͠Ό΂ΔʢԻ੠ʣ
    ݁Ռ͕ฦΔʢςΩετʣ
    ݁Ռ͕ฦΔʢςΩετʣ
    1SPNQUΛ౤͛ΔʢςΩετʣ
    ݁Ռ͕ฦΔʢԻ੠ʣ
    ݁ՌΛ౤͛ΔʢςΩετʣ

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  16. "*ϐλΰϥεΠον-W
    w 70*$&709͸ແྉͰར༻Ͱ͖ΔςΩετಡΈ্͛ιϑτ΢ΣΞ
    w 6*ɺΤϯδϯʢ"1*ؚΉʣɺίΞ͕ผΕ͍ͯͯखΛೖΕ΍͍͢
    w Կ໊ʢʁʣ͔ͷΩϟϥΫλʔϘΠεΛબ୒Ͱ͖ΔʢͷͰָ͍͠ʣ
    w %PDLFSJNBHF͕ެ։͞Ε͍ͯΔͷͰɺαΫοͱ"1*Λར༻Ͱ͖Δ
    w 1SPNQUΛԻ੠Ͱൃ࿩ͯ͠ɺ͔Θ͍͍Ωϟϥͷ੠ͰฦΔΑ͏ʹͳͬͨ

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  17. "*ϐλΰϥεΠον-W
    w 70*$&709͸ແྉͰར༻Ͱ͖ΔςΩετಡΈ্͛ιϑτ΢ΣΞ
    w 6*ɺΤϯδϯʢ"1*ؚΉʣɺίΞ͕ผΕ͍ͯͯखΛೖΕ΍͍͢
    w Կ໊ʢʁʣ͔ͷΩϟϥΫλʔϘΠεΛબ୒Ͱ͖ΔʢͷͰָ͍͠ʣ
    w %PDLFSJNBHF͕ެ։͞Ε͍ͯΔͷͰɺαΫοͱ"1*Λར༻Ͱ͖Δ
    w 1SPNQUΛԻ੠Ͱൃ࿩ͯ͠ɺ͔Θ͍͍Ωϟϥͷ੠ͰฦΔΑ͏ʹͳͬͨ
    w ΋ͬͱ΋ͬͱͭͳ͛ͯΈ͍ͨ

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  18. "*ϐλΰϥεΠον-Wʢະୡʣ
    1SPNQUΛ͠Ό΂ΔʢԻ੠ʣ
    ݁Ռ͕ฦΔʢςΩετʣ
    ݁Ռ͕ฦΔʢςΩετʣ
    1SPNQUΛ౤͛ΔʢςΩετʣ
    ݁Ռ͕ฦΔʢԻ੠ʣ
    ݁ՌΛ౤͛ΔʢςΩετʣ
    Ωϟϥ͕఻͑ͯ͘ΕΔ

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  19. "*ϐλΰϥεΠον-W
    w 6OJUZͱެ։1BDLBHF΍%ϞσϧʢΩϟϥΫλʔʣΛ࢖ͬͯɺΩϟϥ
    ͱձ࿩͍ͯ͠ΔΑ͏ͳମݧ͕Ͱ͖Δʢͱࢥͬͨʣ
    w 5XJUUFSͰݕࡧ͍ͯ͠Δͱ݁ߏΈΜͳ΍ͬͯΔײ͡
    w ͙Β͍ʹࢼ͕ͨ͠ɺޱύΫ͕͏·͘ಈ͔ͣʹఘΊͨ

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  20. $IBU(15Λ࢓ࣄͰ࢖͍͍ͨʢʣ
    w ࣄۀʹ૊ΈࠐΉͳΒ"1*ʢ༗ྉʣͷར༻͕ඞཁ
    w ηΩϡϦςΟ؍఺
    w ৘ใ࿙͍͑ˠ͜Ε͕Ұ൪ؾʹͳΔ
    w ਖ਼֬ੑ
    w ੬ऑੑ

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  21. $IBU(15Λ࢓ࣄͰ࢖͍͍ͨʢʣ
    w "1*ܦ༝Ͱೖྗͨ͠σʔλ͸ݪଇɺϞσϧͷτϨʔχϯά΍վળʹ͸
    ར༻͠ͳ͍ͱॻ͍ͯ͋Δ
    w IUUQTPQFOBJDPNQPMJDJFTUFSNTPGVTF
    w ͨͩ͠ɺඇ"1*ͷίϯγϡʔϚ޲͚αʔϏεʢ$IBU(15ʣ͸ར༻͢Δ
    ͔΋ΑͳͷͰɺؾʹͳΔ৔߹͸ར༻͠ͳ͍Ͱ͘ΕʔΛਃ੥Ͱ͖ΔΦϓ
    τΞ΢τ͕Ͱ͖Δ

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  22. $IBU(15Λ࢓ࣄͰ࢖͍͍ͨʢʣ
    w "1*ܦ༝Ͱೖྗͨ͠σʔλ͸ݪଇɺϞσϧͷτϨʔχϯά΍վળʹ͸ར༻͠ͳ
    ͍ͱॻ͍ͯ͋Δ
    w IUUQTPQFOBJDPNQPMJDJFTUFSNTPGVTF
    w ͨͩ͠ɺඇ"1*ͷίϯγϡʔϚ޲͚αʔϏεʢ$IBU(15ʣ͸ར༻͢Δ͔΋Α
    ͳͷͰɺؾʹͳΔ৔߹͸ར༻͠ͳ͍Ͱ͘ΕʔΛਃ੥Ͱ͖ΔΦϓτΞ΢τ͕Ͱ
    ͖Δ
    w ͔͜͜͠͠·Ͱ੔උ͞Ε͍ͯͯ΋ɺఱʢӅޠʣ͸͓ڐ͠Λͩ͘͞Β
    ͳ͍͔΋͠Εͳ͍

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  23. ͜ΜͳΠϕϯτ͕͋ͬͨΒ͍͠
    IUUQTUXJUUFSDPNLBSBBHFTUBUVT

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  24. ͳΔ΄Ͳʙʙʙʙʙʙʙʙʙʙʙʙʙ
    IUUQTTQFBLFSEFDLDPNZNBUTVXJUUFSBHFOUBOETNBMMMMNWBMJEBUJPO TMJEF

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  25. ͺΘʔʂ͕଍Γͳ͍
    https://www.youtube.com/watch?v=wM9i3lKgFRc

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  26. ͺΘʔʂΛखʹೖΕΔ =

    ˞͋ͱͰؾ͖ͮ·͕ͨ͠ɺίϯϐϡʔςΟϯάϢχοτʢ࣌ؒʣͳͷͰɺϲ݄=Λͣͬͱ࢖͑ΔΘ͚͡Όͳ͍ ɾТɾʆ

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  27. ͺΘʔʂΛखʹೖΕΔ =

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  28. ૉ੖Β͍͠هࣄ
    IUUQTOPUFDPNNBTB@LB[BNBOOBCBBEGFD

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  29. "*ϐλΰϥεΠον-W
    1SPNQUΛ͠Ό΂ΔʢԻ੠ʣ
    ݁Ռ͕ฦΔʢςΩετʣ
    ݁Ռ͕ฦΔʢςΩετʣ
    1SPNQUΛ౤͛ΔʢςΩετʣ
    ݁Ռ͕ฦΔʢԻ੠ʣ
    ݁ՌΛ౤͛ΔʢςΩετʣ

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  30. ݁Ռ
    w "*ϐλΰϥεΠον-WͲ·Γ
    w අ༻
    w (PPHMF$PMBCPSBUPSZ1SP=
    w "84HEOYMBSHF໿=
    w Ϛϧν(16Ͱಈ͔ͳ͔ͬͨ ʆʀТʀ

    w (PPHMF$PMBCPSBUPSZ1SP=ʢ෷͍໭͠ʣ=
    w ߹ܭ=

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  31. ࡶײ
    w ͓͕ۚ͋Ε͹ࣗ෼ͷ--.ΛϗετͰ͖ͦ͏
    w ͋ͱ೔Ͱ͜Μ͚ͩͰ͖ΔΑ͏ʹͳͬͯͯɺϚδ͍͢͝
    w Ҿ͖ଓ͖͔Θ͍͍πϯσϨΛ໨ࢦ͕ͯ͠Μ͹Γ·͢

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