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t-sne_を調べてみた_途中まで_.pdf

Minagawa Kei
February 20, 2021

 t-sne_を調べてみた_途中まで_.pdf

Minagawa Kei

February 20, 2021
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  1.  UTOFΛௐ΂ͯΈͨ ్த·Ͱ 1ZUIPOػցֶशษڧձJO৽ׁ ,FJ.JOBHBXB !LFJNJOB IUUQLFJNJOBIBUFOBCMPHKQ

  2. UTOFͱ͸ w UTOF 5EJTUSJCVUFE4UPDIBTUJD/FJHICPS&NCFEEJOH ͱ͸ w /࣍ݩ্ͷ఺Λ௿࣍ݩʹϚοϓ͢Δख๏ͷҰͭ

  3. Կ΋ߟ͑ͣϥΠϒϥϦΛ࢖ͬͯΈΔ  TLMFBSOͷυΩϡϝϯτͷαϯϓϧͷ࣮ߦ JNQPSUOVNQZBTOQ GSPNTLMFBSONBOJGPMEJNQPSU54/& 9OQBSSBZ <<  > <

     > <  > <  >>  9@FNCFEEFE54/& O@DPNQPOFOUT GJU@USBOTGPSN 9 IUUQTTDJLJUMFBSOPSHTUBCMFNPEVMFTHFOFSBUFETLMFBSONBOJGPME54/&IUNM
  4. Կ΋ߟ͑ͣϥΠϒϥϦΛ࢖ͬͯΈΔ  JSJTσʔληοτʹద༻ GSPNTLMFBSONBOJGPMEJNQPSU54/& JNQPSUTLMFBSOEBUBTFUT 9TLMFBSOEBUBTFUTMPBE@JSJT EBUB 9@FNCFEEFE54/& O@DPNQPOFOUT GJU@USBOTGPSN

    9
  5. UTOFΛ࣮૷ ్த·Ͱ w 8JLJQFEJBͱ:PVUVCFͷ৘ใΛࢀߟʹ࣮૷த w VOTDBMFETJNJMBSJUZͱTDBMFETJNJMBSJUZΛՄࢹԽ͢Δͱ͜Ζ·Ͱ࣮૷ɻ w ͜ͷޙɺ9 ࣍ݩ Λ࣍ݩʹϚοϓͨ͠:Ͱίετؔ਺Λ࡞੒͠ɺ:ͷ࠷దԽΛߦ͑͹Α͍͸ͣ

    VOTDBMFETJNJMBSJUZ TDBMFETJNJMBSJUZ NBQQFE:TJNJMBSJUZ ೖྗσʔλ9 8JLJQFEJBIUUQTKBXJLJQFEJBPSHXJLJ5෼෍ܕ֬཰తۙ๣ຒΊࠐΈ๏ৄࡉ ίʔυIUUQTHJTUHJUIVCDPNLFJNJOBDBFGB⒎CECD :PVUVCFIUUQTXXXZPVUVCFDPNXBUDI W/&B641:FS.
  6. UTOFͷಛ௃ w UTOFͷಛ௃ w ΠςϨʔςΟϒͳΞϧΰϦζϜͰ͋Δ͜ͱ w ίετؔ਺ͱͯ͠ΤϯτϩϐʔΛར༻ w ϥΠϒϥϦ࢖༻࣌ͷ஫ҙ఺ w

    ࣮ߦ͢Δͨͼʹ஋͕มΘΔ w ϥϯμϜͳॳظ஋Ͱہॴ࠷దղΛٻΊ͍ͯΔͨΊɺ࠶ݱ͍ͨ͠৔ ߹͸ɺॳظ஋Λݻఆ͢Δ
  7. ࢀߟ63- w 8JLJQFEJB w IUUQTKBXJLJQFEJBPSHXJLJ5෼෍ܕ֬཰తۙ๣ຒΊࠐΈ๏ৄࡉ w 4UBU2VFTUU4/& $MFBSMZ&YQMBJOFE w IUUQTXXXZPVUVCFDPNXBUDI

    W/&B641:FS. w 7JTVBMJ[JOH%BUBVTJOHU4/& w IUUQTKNMSPSHQBQFSTWPMVNFWBOEFSNBBUFOBWBOEFSNBBUFOBQEG w U4/& w IUUQTMWENBBUFOHJUIVCJPUTOF
  8. Ҏ্