├── .claude └── settings.local.json ├── COURSE_PLAN.md ├── PROJECT_STRUCTURE.md ├── QUICKSTART.md ├── README.md ├── datasets ├── .gitignore ├── README.md ├── conll2003 │ ├── metadata │ ├── test.txt │ ├── train.txt │ └── valid.txt ├── google_reviews │ └── BigCity_GoogleComments ├── keras.json ├── lyrics │ ├── lyric.txt │ └── 情歌歌詞 │ │ ├── 0_愛久見人心.txt │ │ ├── 0_戀 (2016 Live Version CD) (光良 _ 李心潔).txt │ │ ├── 0_沈睡的森林.txt │ │ ├── 0_泥土.txt │ │ ├── 100_原來這才是真的你.txt │ │ ├── 100_幸福的節拍.txt │ │ ├── 100_彩虹.txt │ │ ├── 100_我到底怎麼了.txt │ │ ├── 101_2999年的聖誕節.txt │ │ ├── 101_On My Way.txt │ │ ├── 101_一夜長大.txt │ │ ├── 101_帶我走.txt │ │ ├── 102_INTRO.txt │ │ ├── 102_你是壞人.txt │ │ ├── 102_對不起我愛你.txt │ │ ├── 102_抱著你哭.txt │ │ ├── 103_愛到夏天.txt │ │ ├── 103_我以為.txt │ │ ├── 103_是你變了嗎.txt │ │ ├── 103_絕對達令.txt │ │ ├── 104_我的愛吊點滴.txt │ │ ├── 104_距離(好久好久).txt │ │ ├── 104_還是好朋友.txt │ │ ├── 104_那天.txt │ │ ├── 105_沒你的日子.txt │ │ ├── 105_翅膀.txt │ │ ├── 105_雨天的尾巴(滬尾小情歌).txt │ │ ├── 105_青春鬥.txt │ │ ├── 106_單眼皮.txt │ │ ├── 106_孤單北半球 Piano Version.txt │ │ ├── 106_手機留言.txt │ │ ├── 106_睫毛彎彎.txt │ │ ├── 107_一個人的旅行.txt │ │ ├── 107_可愛.txt │ │ ├── 107_向左走向右走.txt │ │ ├── 107_這就是愛.txt │ │ ├── 108_Honey.txt │ │ ├── 108_In Your Eyes (OT：In Your Eyes).txt │ │ ├── 108_天堂.txt │ │ ├── 108_最想環遊的世界.txt │ │ ├── 109_中間.txt │ │ ├── 109_太煩惱.txt │ │ ├── 109_心心相印.txt │ │ ├── 109_若無其事.txt │ │ ├── 10_以你的名字呼喊我.txt │ │ ├── 10_刪拾.txt │ │ ├── 10_在青春迷失的咖啡館.txt │ │ ├── 10_漸好.txt │ │ ├── 110_中間.txt │ │ ├── 110_回到一個人.txt │ │ ├── 110_愛你 (電音版).txt │ │ ├── 110_狼來了.txt │ │ ├── 111_中間.txt │ │ ├── 111_因為是你.txt │ │ ├── 111_每一次喊你.txt │ │ ├── 111_雨愛.txt │ │ ├── 112_匿名的好友.txt │ │ ├── 112_如果你還愛我.txt │ │ ├── 112_愛的天靈靈.txt │ │ ├── 113_You Are My Only Love.txt │ │ ├── 113_如果你願意.txt │ │ ├── 113_黑色月亮.txt │ │ ├── 114_Hi Hi Bye Bye.txt │ │ ├── 114_只想愛你.txt │ │ ├── 114_孤單北半球.txt │ │ ├── 114_握你的手.txt │ │ ├── 115_倔強.txt │ │ ├── 115_只能抱著你.txt │ │ ├── 115_糖罐子.txt │ │ ├── 115_關於我們之間的事.txt │ │ ├── 116_2999年的聖誕節.txt │ │ ├── 116_失去.txt │ │ ├── 116_灰姑娘的眼淚 (電音版).txt │ │ ├── 116_理想情人.txt │ │ ├── 117_Shinning.txt │ │ ├── 117_小茉莉.txt │ │ ├── 117_我和你.txt │ │ ├── 117_朋友首日封.txt │ │ ├── 118_Baby Baby Tell Me.txt │ │ ├── 118_少年.txt │ │ ├── 118_折疊式愛情.txt │ │ ├── 118_純真.txt │ │ ├── 119_L.I.E.txt │ │ ├── 119_單戀.txt │ │ ├── 119_左邊.txt │ │ ├── 119_往幸福出發吧.txt │ │ ├── 11_反方向 (Opposite Direction).txt │ │ ├── 11_境遷 (電視劇哦 ! 我的皇帝陛下片尾曲) (獨唱版).txt │ │ ├── 11_太陽如常升起 Ⅰ.txt │ │ ├── 11_節日快樂.txt │ │ ├── 120_中間.txt │ │ ├── 120_冷戰.txt │ │ ├── 120_水仙.txt │ │ ├── 120_童話.txt │ │ ├── 121_傷心地鐵.txt │ │ ├── 121_曖昧.txt │ │ ├── 121_翹翹板.txt │ │ ├── 121_茉莉花.txt │ │ ├── 122_別人的天長地久.txt │ │ ├── 122_愛情城堡.txt │ │ ├── 122_第一次.txt │ │ ├── 122_缺氧.txt │ │ ├── 123_Woosa Woosa.txt │ │ ├── 123_任意門.txt │ │ ├── 123_我是幸福的.txt │ │ ├── 123_電梯.txt │ │ ├── 124_我愛你,在哪裡_.txt │ │ ├── 124_我都知道.txt │ │ ├── 124_過敏.txt │ │ ├── 124_青春考卷.txt │ │ ├── 125_HEY FRIEND.txt │ │ ├── 125_偏食.txt │ │ ├── 125_失戀歌迷黨.txt │ │ ├── 125_接受.txt │ │ ├── 126_心甘情願.txt │ │ ├── 126_手錶.txt │ │ ├── 126_燕尾蝶.txt │ │ ├── 126_異想天開.txt │ │ ├── 127_不見.txt │ │ ├── 127_約定.txt │ │ ├── 127_給從前的愛.txt │ │ ├── 127_講不聽.txt │ │ ├── 128_Da Da Da.txt │ │ ├── 128_寧夏.txt │ │ ├── 128_愛上她.txt │ │ ├── 128_曖昧.txt │ │ ├── 129_下一次微笑.txt │ │ ├── 129_分手快樂(合唱版).txt │ │ ├── 129_愛上她.txt │ │ ├── 129_戀愛節奏.txt │ │ ├── 12_BFF.txt │ │ ├── 12_平行時空.txt │ │ ├── 12_我們都傻.txt │ │ ├── 12_里程．旅程 (Milestone).txt │ │ ├── 130_在你懷裡的微笑.txt │ │ ├── 130_愛的滑翔翼.txt │ │ ├── 130_無解.txt │ │ ├── 130_道歉.txt │ │ ├── 131_小小的愛情.txt │ │ ├── 131_愛的套餐.txt │ │ ├── 131_找不到.txt │ │ ├── 131_海邊.txt │ │ ├── 132_妹妹.txt │ │ ├── 132_怎麼說.txt │ │ ├── 132_熱愛.txt │ │ ├── 132_青春住了誰.txt │ │ ├── 133_Rainie _ Love 冠軍主打歌.txt │ │ ├── 133_喜悅.txt │ │ ├── 133_木馬屠城記.txt │ │ ├── 133_講不聽.txt │ │ ├── 134_幸福的預感.txt │ │ ├── 134_心甘情願.txt │ │ ├── 134_戀的魔法.txt │ │ ├── 134_迷你電影.txt │ │ ├── 135_店小二.txt │ │ ├── 135_我和自己的約會.txt │ │ ├── 135_曖昧.txt │ │ ├── 135_瞬間.txt │ │ ├── 136_I Miss You.txt │ │ ├── 136_二度戀愛.txt │ │ ├── 136_想和你.txt │ │ ├── 136_我喜歡.txt │ │ ├── 137_分手快樂(獨唱版).txt │ │ ├── 137_新流感.txt │ │ ├── 137_這....txt │ │ ├── 137_風雨同路.txt │ │ ├── 138_Sunrise.txt │ │ ├── 138_絕對達令.txt │ │ ├── 138_飄飄.txt │ │ ├── 138_驚嘆號.txt │ │ ├── 139_心甘情願.txt │ │ ├── 139_最後.txt │ │ ├── 139_蝴蝶.txt │ │ ├── 139_要我的命.txt │ │ ├── 13_子非魚.txt │ │ ├── 13_忘課 (電視劇前男友不是人片尾曲).txt │ │ ├── 13_我懂了.txt │ │ ├── 13_那些愛過的事 (2016 Live Version CD).txt │ │ ├── 140_Beauty.txt │ │ ├── 140_匿名的好友.txt │ │ ├── 140_多數是晴天.txt │ │ ├── 140_妹妹.txt │ │ ├── 141_折疊式愛情.txt │ │ ├── 141_昨天.txt │ │ ├── 141_衣櫥的秘密.txt │ │ ├── 141_講不聽.txt │ │ ├── 142_愛上她.txt │ │ ├── 142_愛計較.txt │ │ ├── 142_調皮的愛神.txt │ │ ├── 142_飛吧.txt │ │ ├── 143_愛你不是兩三天.txt │ │ ├── 143_日落前七分鐘.txt │ │ ├── 143_海邊.txt │ │ ├── 143_青春鬥.txt │ │ ├── 144_In Your Eyes (OT：In Your Eyes).txt │ │ ├── 144_最爛的理由.txt │ │ ├── 144_泡泡糖.txt │ │ ├── 144_道歉.txt │ │ ├── 145_沒有水的游泳池.txt │ │ ├── 145_睜開眼.txt │ │ ├── 145_童話.txt │ │ ├── 145_雨愛.txt │ │ ├── 146_半個月亮.txt │ │ ├── 146_少年.txt │ │ ├── 146_愛上了就不得了.txt │ │ ├── 146_點一盞無聊的小夜燈.txt │ │ ├── 147_天堂.txt │ │ ├── 147_太陽萬歲.txt │ │ ├── 147_如果有一天.txt │ │ ├── 147_想睡的戀人噢.txt │ │ ├── 148_一點光一點亮.txt │ │ ├── 148_不翼而飛 (電視劇隱形的翅膀主題曲).txt │ │ ├── 148_觀眾.txt │ │ ├── 148_雙人舞.txt │ │ ├── 149_可以的話.txt │ │ ├── 149_向左走向右走.txt │ │ ├── 149_幸福神偷.txt │ │ ├── 149_愛唷.txt │ │ ├── 14_一個人的日子.txt │ │ ├── 14_回憶裡的瘋狂 (2016 Live Version CD).txt │ │ ├── 14_天使之翼.txt │ │ ├── 14_我好嗎.txt │ │ ├── 150_偶陣雨.txt │ │ ├── 150_妹妹.txt │ │ ├── 150_火車快開.txt │ │ ├── 150_相愛的方法.txt │ │ ├── 151_會過去的.txt │ │ ├── 151_期限.txt │ │ ├── 151_灰姑娘的眼淚.txt │ │ ├── 151_現代之形象.txt │ │ ├── 152_Hi Hi Bye Bye.txt │ │ ├── 152_小愛情.txt │ │ ├── 152_海邊.txt │ │ ├── 152_與我無關.txt │ │ ├── 153_她.txt │ │ ├── 153_我們.txt │ │ ├── 153_我愛你•在哪裡.txt │ │ ├── 153_那年夏天寧靜的海.txt │ │ ├── 154_一路兩個人.txt │ │ ├── 154_年輪說.txt │ │ ├── 154_我會好好的.txt │ │ ├── 154_記得我愛你.txt │ │ ├── 155_單.txt │ │ ├── 155_愛你.txt │ │ ├── 155_手機留言.txt │ │ ├── 155_沒有人像你.txt │ │ ├── 156_Intro.txt │ │ ├── 156_因為是你.txt │ │ ├── 156_甜心咒.txt │ │ ├── 156_至少愛.txt │ │ ├── 157_心電感應.txt │ │ ├── 157_愛上她.txt │ │ ├── 157_這就是愛.txt │ │ ├── 157_過敏.txt │ │ ├── 158_環遊四季的愛.txt │ │ ├── 158_睫毛彎彎.txt │ │ ├── 158_自然而然.txt │ │ ├── 158_講不聽.txt │ │ ├── 159_Honey.txt │ │ ├── 159_The End.txt │ │ ├── 159_失眠的睡美人.txt │ │ ├── 15_去遠方.txt │ │ ├── 15_微光.txt │ │ ├── 15_忘了.txt │ │ ├── 15_想見你 (2016 Live Version CD).txt │ │ ├── 160_灰姑娘的眼淚.txt │ │ ├── 160_芥末巧克力.txt │ │ ├── 161_愛的天靈靈.txt │ │ ├── 161_慶祝.txt │ │ ├── 162_找不到.txt │ │ ├── 162_水仙.txt │ │ ├── 163_Da Da Da.txt │ │ ├── 163_左邊.txt │ │ ├── 164_Woosa Woosa.txt │ │ ├── 164_遇上愛.txt │ │ ├── 165_一個人的 Happy Ending.txt │ │ ├── 165_熱愛.txt │ │ ├── 166_曬焦的一雙耳朵.txt │ │ ├── 166_比較愛.txt │ │ ├── 166_衣櫥的秘密.txt │ │ ├── 167_幸福預兆.txt │ │ ├── 167_會呼吸的痛.txt │ │ ├── 167_還是好朋友.txt │ │ ├── 168_情歌.txt │ │ ├── 168_轉彎.txt │ │ ├── 168_這就是愛.txt │ │ ├── 169_暖暖.txt │ │ ├── 169_結痂.txt │ │ ├── 169_飄飄.txt │ │ ├── 16_想幸福的人.txt │ │ ├── 16_秘果.txt │ │ ├── 16_遠在眼前的你.txt │ │ ├── 16_電梯 (2016 Live Version CD).txt │ │ ├── 170_小手拉大手.txt │ │ ├── 170_快轉.txt │ │ ├── 170_熱愛.txt │ │ ├── 171_Lovelution.txt │ │ ├── 171_崇拜.txt │ │ ├── 171_瞬間.txt │ │ ├── 172_寧夏.txt │ │ ├── 172_泡泡糖.txt │ │ ├── 172_缺陷美.txt │ │ ├── 173_我們都傻.txt │ │ ├── 173_沒有如果.txt │ │ ├── 173_雙人舞.txt │ │ ├── 174_仰望.txt │ │ ├── 174_日落前七分鐘.txt │ │ ├── 174_親親.txt │ │ ├── 175_失憶的金魚.txt │ │ ├── 175_幸福神偷.txt │ │ ├── 175_燕尾蝶.txt │ │ ├── 176_別再為他流淚.txt │ │ ├── 176_睜開眼.txt │ │ ├── 176_點水.txt │ │ ├── 177_其實我們值得幸福.txt │ │ ├── 177_失憶.txt │ │ ├── 177_那年夏天寧靜的海.txt │ │ ├── 178_下個轉彎是你嗎.txt │ │ ├── 178_原來這才是真的你.txt │ │ ├── 178_蔚藍海岸.txt │ │ ├── 179_愛的天靈靈.txt │ │ ├── 179_我想愛.txt │ │ ├── 179_絲路.txt │ │ ├── 17_一千零一個願望.txt │ │ ├── 17_兩難.txt │ │ ├── 17_敢要敢不要.txt │ │ ├── 17_讓你飛 (2016 Live Version CD).txt │ │ ├── 180_C_est La Vie.txt │ │ ├── 180_差一個擁抱.txt │ │ ├── 180_衣櫥的秘密.txt │ │ ├── 181_屬於.txt │ │ ├── 181_怕.txt │ │ ├── 181_我和你.txt │ │ ├── 182_今天情人節.txt │ │ ├── 182_懂得自己.txt │ │ ├── 182_約定.txt │ │ ├── 183_我都知道.txt │ │ ├── 183_掛失的青春.txt │ │ ├── 183_迷你電影.txt │ │ ├── 184_喜劇收場.txt │ │ ├── 184_情歌沒有告訴你.txt │ │ ├── 184_蝴蝶.txt │ │ ├── 185_你會不會.txt │ │ ├── 185_天使之翼.txt │ │ ├── 185_火車快開.txt │ │ ├── 186_一家一 (vs. 張智成).txt │ │ ├── 186_勇敢很好 (緯來戲劇需要浪漫 2 片尾曲).txt │ │ ├── 186_當你.txt │ │ ├── 187_La La La La.txt │ │ ├── 187_灰姑娘的眼淚.txt │ │ ├── 187_被自己綁架.txt │ │ ├── 188_不被祝福的幸福.txt │ │ ├── 188_幸福背後.txt │ │ ├── 188_給還沒有遇見的你.txt │ │ ├── 189_On My Way.txt │ │ ├── 189_匆忙人生.txt │ │ ├── 189_直覺.txt │ │ ├── 18_一點點.txt │ │ ├── 18_她.txt │ │ ├── 18_左邊.txt │ │ ├── 18_握你的手 (2016 Live Version CD).txt │ │ ├── 190_Beauty.txt │ │ ├── 190_孤獨是一種安全感.txt │ │ ├── 190_我就知道那是愛.txt │ │ ├── 191_Baby Baby Tell Me.txt │ │ ├── 191_不為失戀說抱歉.txt │ │ ├── 191_小聰明.txt │ │ ├── 192_一小節休息.txt │ │ ├── 192_如果冰箱會說話.txt │ │ ├── 192_我以為.txt │ │ ├── 193_慢慢來 比較快.txt │ │ ├── 193_這.......txt │ │ ├── 193_顛倒.txt │ │ ├── 194_我會好好的.txt │ │ ├── 194_沒有如果.txt │ │ ├── 194_魚鰓.txt │ │ ├── 195_別再為他流淚.txt │ │ ├── 195_勇敢很好 (搶聽).txt │ │ ├── 195_睫毛彎彎.txt │ │ ├── 196_Woosa Woosa.txt │ │ ├── 196_天使之翼 (搶聽).txt │ │ ├── 196_情歌.txt │ │ ├── 197_You Are My Only Love.txt │ │ ├── 197_屬於.txt │ │ ├── 197_為愛啟程(倒帶+天空).txt │ │ ├── 198_PK (vs. 曹格).txt │ │ ├── 198_想和你.txt │ │ ├── 198_暗湧.txt │ │ ├── 199_愛情之所以為愛情.txt │ │ ├── 199_手錶.txt │ │ ├── 199_雨愛.txt │ │ ├── 19_不想睡.txt │ │ ├── 19_哭泣 Baby.txt │ │ ├── 19_地下鐵音樂人+傷心地鐵 (2016 Live Version CD).txt │ │ ├── 19_曬焦的一雙耳朵.txt │ │ ├── 1_不想睡.txt │ │ ├── 1_反方向.txt │ │ ├── 1_房客.txt │ │ ├── 1_空空.txt │ │ ├── 200_仰望.txt │ │ ├── 200_太陽萬歲.txt │ │ ├── 200_用力抱著.txt │ │ ├── 201_匿名的好友.txt │ │ ├── 201_夢的光點 (vs. 林愛真).txt │ │ ├── 201_天燈.txt │ │ ├── 202_不敢當.txt │ │ ├── 202_帶我走.txt │ │ ├── 202_愛你.txt │ │ ├── 203_我們都傻.txt │ │ ├── 203_找個人.txt │ │ ├── 203_羽毛.txt │ │ ├── 204_兒歌.txt │ │ ├── 204_曖昧.txt │ │ ├── 204_第一次愛的人.txt │ │ ├── 205_明天見.txt │ │ ├── 205_缺氧.txt │ │ ├── 205_風笛手.txt │ │ ├── 206_屬於.txt │ │ ├── 206_抱著你哭.txt │ │ ├── 206_理想情人.txt │ │ ├── 207_不是我不明白 (vs. 盧廣仲).txt │ │ ├── 207_忘了.txt │ │ ├── 207_戀愛節奏.txt │ │ ├── 208_PK (vs. 曹格).txt │ │ ├── 208_燕尾蝶.txt │ │ ├── 208_糖罐子.txt │ │ ├── 209_愛的套餐.txt │ │ ├── 209_還是好朋友 (vs. 古巨基).txt │ │ ├── 209_黑色月亮.txt │ │ ├── 20_偏食.txt │ │ ├── 20_只能抱著你.txt │ │ ├── 20_給我多一些.txt │ │ ├── 20_胡思亂想 (2016 Live Version CD).txt │ │ ├── 210_Way Back Into Love (vs. 品冠).txt │ │ ├── 210_心心相印.txt │ │ ├── 210_想幸福的人.txt │ │ ├── 211_Honey.txt │ │ ├── 211_少年維特的煩惱.txt │ │ ├── 211_會呼吸的痛.txt │ │ ├── 212_我們就到這.txt │ │ ├── 212_翅膀.txt │ │ ├── 212_自作自受.txt │ │ ├── 213_不要對自己說謊.txt │ │ ├── 213_失戀歌迷黨.txt │ │ ├── 213_我決定.txt │ │ ├── 214_夢醒時分.txt │ │ ├── 214_翹翹板.txt │ │ ├── 214_見證天后的勇敢之路.txt │ │ ├── 215_一萬零一種可能.txt │ │ ├── 215_崇拜.txt │ │ ├── 215_木馬屠城記.txt │ │ ├── 216_昨日情書 (組曲).txt │ │ ├── 216_飛吧.txt │ │ ├── 216_黑吃黑.txt │ │ ├── 217_知足.txt │ │ ├── 217_離開動物園.txt │ │ ├── 217_青春考卷.txt │ │ ├── 218_愛很簡單.txt │ │ ├── 218_愛情城堡.txt │ │ ├── 218_未來哈囉.txt │ │ ├── 219_C_est La Vie.txt │ │ ├── 219_往幸福出發吧.txt │ │ ├── 219_見證天后的勇敢之路 (搶聽).txt │ │ ├── 21_勇氣 (2016 Live Version CD).txt │ │ ├── 21_勇氣.txt │ │ ├── 21_少女的祈禱.txt │ │ ├── 21_幸福菓子.txt │ │ ├── 220_為愛啟程 (搶聽)(倒帶+天空).txt │ │ ├── 220_誘惑的街.txt │ │ ├── 221_Let_s Fall In Love.txt │ │ ├── 221_忘了.txt │ │ ├── 222_想幸福的人.txt │ │ ├── 222_給未來的自己.txt │ │ ├── 223_三吋日光.txt │ │ ├── 223_少年維特的煩惱.txt │ │ ├── 224_101.txt │ │ ├── 224_不要對自己說謊.txt │ │ ├── 225_每天第一件事.txt │ │ ├── 225_自作自受.txt │ │ ├── 226_生命中不可承受的輕.txt │ │ ├── 226_離開動物園.txt │ │ ├── 227_原來你也唱過我的歌 (粵).txt │ │ ├── 227_未來哈囉.txt │ │ ├── 228_愛，啟程.txt │ │ ├── 228_知多少.txt │ │ ├── 229_不敢說的懷念.txt │ │ ├── 229_暖暖.txt │ │ ├── 22_勇氣.txt │ │ ├── 22_從未到過的地方.txt │ │ ├── 22_理智與感情 (feat. 陳柏宇).txt │ │ ├── 22_第一次 (2016 Live Version CD).txt │ │ ├── 230_一萬零一種可能.txt │ │ ├── 230_小手拉大手.txt │ │ ├── 231_親親.txt │ │ ├── 231_黑色月亮.txt │ │ ├── 232_失憶.txt │ │ ├── 232_雨愛 (海派甜心主題曲).txt │ │ ├── 233_可樂戒指.txt │ │ ├── 233_異想天開.txt │ │ ├── 234_不是我不明白 (feat. 盧廣仲).txt │ │ ├── 234_匿名的好友 (燦爛的遺產中文主題曲).txt │ │ ├── 235_四季.txt │ │ ├── 235_折疊式愛情.txt │ │ ├── 236_In Your Eyes (vs. 羅志祥) (海派甜心插曲).txt │ │ ├── 236_憨過頭.txt │ │ ├── 237_小茉莉 (刺青電影主題曲).txt │ │ ├── 237_幸福洋果子店.txt │ │ ├── 238_只想愛你.txt │ │ ├── 238_小心眼 (feat. 陳綺貞).txt │ │ ├── 239_帶我走 (不良笑花主題曲).txt │ │ ├── 239_飛魚.txt │ │ ├── 23_兩人份的幸福.txt │ │ ├── 23_想幸福的人.txt │ │ ├── 23_掌心 (2016 Live Version CD).txt │ │ ├── 23_類情人.txt │ │ ├── 240_偏食.txt │ │ ├── 240_序.txt │ │ ├── 241_如果有一天.txt │ │ ├── 241_理想情人.txt │ │ ├── 242_接受.txt │ │ ├── 242_曖昧 (惡魔在身邊主題曲).txt │ │ ├── 243_絲路.txt │ │ ├── 243_青春鬥.txt │ │ ├── 244_勇氣.txt │ │ ├── 244_左邊.txt │ │ ├── 245_分手快樂 (獨唱版).txt │ │ ├── 245_缺氧 (換換愛主題曲).txt │ │ ├── 246_夜夜夜夜.txt │ │ ├── 246_太煩惱.txt │ │ ├── 247_幸福的節拍 (黑人牙膏廣告曲).txt │ │ ├── 247_無條件為你.txt │ │ ├── 248_冷戰.txt │ │ ├── 248_分手快樂.txt │ │ ├── 249_可愛.txt │ │ ├── 249_瘦瘦的.txt │ │ ├── 24_多心 (2016 Live Version CD).txt │ │ ├── 24_少年維特的煩惱.txt │ │ ├── 24_慢冷.txt │ │ ├── 24_碰碰.txt │ │ ├── 250_任意門.txt │ │ ├── 250_聽不到.txt │ │ ├── 251_如果有一天.txt │ │ ├── 251_曖昧 (日).txt │ │ ├── 252_倔強.txt │ │ ├── 252_無條件為你.txt │ │ ├── 253_在你懷裡的微笑.txt │ │ ├── 253_愛你不是兩三天.txt │ │ ├── 254_Fly Away.txt │ │ ├── 254_慶祝.txt │ │ ├── 255_寧夏.txt │ │ ├── 255_過敏 (愛戀金誓廣告曲).txt │ │ ├── 256_孤單北半球.txt │ │ ├── 256_狼來了.txt │ │ ├── 257_我喜歡.txt │ │ ├── 257_遇上愛 (中華電信廣告曲).txt │ │ ├── 258_不見.txt │ │ ├── 258_第三者.txt │ │ ├── 259_單眼皮.txt │ │ ├── 259_接受.txt │ │ ├── 25_Baby Boy.txt │ │ ├── 25_別人都說我們會分開 (2016 Live Version CD).txt │ │ ├── 25_我好嗎.txt │ │ ├── 25_習慣.txt │ │ ├── 260_我是幸福的.txt │ │ ├── 260_找不到.txt │ │ ├── 261_分手快樂.txt │ │ ├── 261_絕對達令.txt │ │ ├── 262_你是壞人.txt │ │ ├── 262_為我好.txt │ │ ├── 263_學會.txt │ │ ├── 263_第三者.txt │ │ ├── 264_下一次微笑.txt │ │ ├── 264_對不起我愛你.txt │ │ ├── 265_分手快樂 (合唱版).txt │ │ ├── 265_我的愛吊點滴.txt │ │ ├── 266_戀的魔法 (日).txt │ │ ├── 266_無條件為你.txt │ │ ├── 267_完美比例.txt │ │ ├── 267_我還記得.txt │ │ ├── 268_忘了 (搶聽).txt │ │ ├── 268_聽不到.txt │ │ ├── 269_勇氣.txt │ │ ├── 269_想幸福的人 (搶聽).txt │ │ ├── 26_勇敢很好.txt │ │ ├── 26_微光.txt │ │ ├── 26_是你變了嗎 (2016 Live Version CD).txt │ │ ├── 26_陳淑芬與林志豪.txt │ │ ├── 270_如果有一天.txt │ │ ├── 271_最快樂那一年.txt │ │ ├── 272_愛你不是兩三天.txt │ │ ├── 273_路.txt │ │ ├── 274_中間.txt │ │ ├── 275_為我好.txt │ │ ├── 276_最想環遊的世界.txt │ │ ├── 277_半個月亮.txt │ │ ├── 278_純真.txt │ │ ├── 279_昨天.txt │ │ ├── 27_如愛所願.txt │ │ ├── 27_忘了.txt │ │ ├── 27_我等你 (2016 Live Version CD).txt │ │ ├── 27_說不出的味道.txt │ │ ├── 280_別人的天長地久.txt │ │ ├── 281_仰望.txt │ │ ├── 281_給從前的愛.txt │ │ ├── 282_分手快樂 (獨唱版+合唱版).txt │ │ ├── 282_缺陷美.txt │ │ ├── 283_我喜歡.txt │ │ ├── 283_重新認識我.txt │ │ ├── 284_幸福預兆.txt │ │ ├── 284_閃亮的星.txt │ │ ├── 285_我是真的愛你.txt │ │ ├── 285_曬焦的一雙耳朵.txt │ │ ├── 286_最想環遊的世界.txt │ │ ├── 286_結痂.txt │ │ ├── 287_快轉.txt │ │ ├── 287_昨天.txt │ │ ├── 288_Lovelution.txt │ │ ├── 288_Tiffany.txt │ │ ├── 289_一個人的 Happy Ending.txt │ │ ├── 289_一夜長大.txt │ │ ├── 28_以你的名字呼喊我.txt │ │ ├── 28_回到一個人 (2016 Live Version CD).txt │ │ ├── 28_天使的偏執.txt │ │ ├── 28_暗湧.txt │ │ ├── 290_彩虹.txt │ │ ├── 290_轉彎.txt │ │ ├── 29_匆忙人生.txt │ │ ├── 29_單戀 (2016 Live Version CD).txt │ │ ├── 29_太陽如常升起 Ⅰ.txt │ │ ├── 29_愛呢 _.txt │ │ ├── 2_只能抱著你.txt │ │ ├── 2_大眠.txt │ │ ├── 2_臉孔.txt │ │ ├── 2_里程．旅程.txt │ │ ├── 30_在你懷裡的微笑.txt │ │ ├── 30_平行時空.txt │ │ ├── 30_昨天、今天.txt │ │ ├── 30_約定 (2016 Live Version CD).txt │ │ ├── 31_子非魚.txt │ │ ├── 31_孤獨的嘉年華會.txt │ │ ├── 31_童話 (2016 Live Version CD).txt │ │ ├── 31_自作自受.txt │ │ ├── 32_我好嗎.txt │ │ ├── 32_煙火 (2016 Live Version CD).txt │ │ ├── 32_被自己綁架.txt │ │ ├── 32_陳淑芬與林志豪 (搶聽).txt │ │ ├── 33_Baby Boy (搶聽).txt │ │ ├── 33_下一次微笑.txt │ │ ├── 33_如果你還愛我 (2016 Live Version CD).txt │ │ ├── 33_微光.txt │ │ ├── 34_每一次喊你 (2016 Live Version CD).txt │ │ ├── 34_秘果.txt │ │ ├── 34_缺陷美.txt │ │ ├── 34_變成陌生人.txt │ │ ├── 35_兩難.txt │ │ ├── 35_天使之翼.txt │ │ ├── 35_忘了我也不錯.txt │ │ ├── 35_我們的故事 (2016 Live Version CD).txt │ │ ├── 36_太天真 (2016 Live Version CD).txt │ │ ├── 36_她.txt │ │ ├── 36_愛不愛.txt │ │ ├── 36_絕對達令.txt │ │ ├── 37_I Am Who I Am 我就是我 (2016 Live Version CD).txt │ │ ├── 37_愛情句型.txt │ │ ├── 37_會過去的.txt │ │ ├── 37_自然而然.txt │ │ ├── 38_一路兩個人.txt │ │ ├── 38_匿名的安慰.txt │ │ ├── 38_未來哈囉.txt │ │ ├── 38_給力 (2016 Live Version CD).txt │ │ ├── 39_不見.txt │ │ ├── 39_任性情人.txt │ │ ├── 39_沒有人像你.txt │ │ ├── 39_美好時光 (2016 Live Version CD).txt │ │ ├── 3_到處不存在的我.txt │ │ ├── 3_勇氣.txt │ │ ├── 3_想你了.txt │ │ ├── 3_我不認識你.txt │ │ ├── 40_一小節休息.txt │ │ ├── 40_上了你的癮.txt │ │ ├── 40_小愛情.txt │ │ ├── 40_朋友首日封 (2016 Live Version CD).txt │ │ ├── 41_你在哪裡 _.txt │ │ ├── 41_環遊四季的愛.txt │ │ ├── 41_異想天開.txt │ │ ├── 41_組曲_ 天堂 + 沒你的日子.txt │ │ ├── 42_In Your Eyes (feat. 羅志祥).txt │ │ ├── 42_心電感應.txt │ │ ├── 42_握你的手(演唱會版).txt │ │ ├── 42_絕配.txt │ │ ├── 43_愛久見人心.txt │ │ ├── 43_我們都傻 [ 電視劇_醉後決定愛上你_插曲].txt │ │ ├── 43_立刻出發.txt │ │ ├── 43_組曲_ 多心 + 話題 + 故意 + 別人都說我們會分開 (演唱會版).txt │ │ ├── 44_偶陣雨.txt │ │ ├── 44_光 (演唱會版).txt │ │ ├── 44_匿名的好友.txt │ │ ├── 45_帶我走.txt │ │ ├── 45_朋友首日封 (演唱會版).txt │ │ ├── 45_至少愛.txt │ │ ├── 46_明天的微笑.txt │ │ ├── 46_曖昧.txt │ │ ├── 46_閃亮 (演唱會版).txt │ │ ├── 47_仰望.txt │ │ ├── 47_想見你 (演唱會版).txt │ │ ├── 47_最想環遊的世界.txt │ │ ├── 48_我喜歡.txt │ │ ├── 48_掌心 (演唱會版).txt │ │ ├── 48_雨愛.txt │ │ ├── 49_分手快樂(獨唱版).txt │ │ ├── 49_是你變了嗎 (演唱會版).txt │ │ ├── 49_理想情人.txt │ │ ├── 4_刪拾.txt │ │ ├── 4_劈你的雷正在路上.txt │ │ ├── 4_蕨類.txt │ │ ├── 4_類情人.txt │ │ ├── 50_單戀 (演唱會版).txt │ │ ├── 50_如果有一天.txt │ │ ├── 50_缺氧.txt │ │ ├── 51_不哭 (偶像劇美樂。加油片頭曲).txt │ │ ├── 51_為我好.txt │ │ ├── 51_若無其事 (演唱會版).txt │ │ ├── 51_黑色月亮.txt │ │ ├── 52_Tiffany.txt │ │ ├── 52_只想愛你.txt │ │ ├── 52_愛太空 (八大韓劇麵包王金卓求片頭曲).txt │ │ ├── 52_童話 (演唱會版).txt │ │ ├── 53_手機留言 (演唱會版).txt │ │ ├── 53_第三者.txt │ │ ├── 53_過敏.txt │ │ ├── 53_陪我到以後 (vs. 羅志祥).txt │ │ ├── 54_太天真 (演唱會版).txt │ │ ├── 54_對不起我愛你.txt │ │ ├── 54_小茉莉.txt │ │ ├── 54_黏黏黏黏 (偶像劇美樂。加油片尾曲).txt │ │ ├── 55_一夜長大.txt │ │ ├── 55_下一頁的我 (偶像劇美樂。加油插曲).txt │ │ ├── 55_冷戰.txt │ │ ├── 55_如果你還愛我 (自彈自唱-演唱會版).txt │ │ ├── 56_台北下著雨的星期天.txt │ │ ├── 56_想你想你.txt │ │ ├── 56_聽不到.txt │ │ ├── 56_遇上愛.txt │ │ ├── 57_一直幸福.txt │ │ ├── 57_傷心地鐵 (演唱會版).txt │ │ ├── 57_無條件為你.txt │ │ ├── 57_重新認識我.txt │ │ ├── 58_Fly Away.txt │ │ ├── 58_慶祝.txt │ │ ├── 58_搖滾吧姑娘.txt │ │ ├── 58_第一次 (演唱會版).txt │ │ ├── 59_你好嗎 (演唱會版).txt │ │ ├── 59_彩虹.txt │ │ ├── 59_自行浪漫.txt │ │ ├── 59_青春鬥.txt │ │ ├── 5_慢冷.txt │ │ ├── 5_教海鷗飛行的貓.txt │ │ ├── 5_爛天氣.txt │ │ ├── 5_節日快樂.txt │ │ ├── 60_任意門.txt │ │ ├── 60_愛你不是兩三天.txt │ │ ├── 60_愛無所不在.txt │ │ ├── 60_愛的 ATM.txt │ │ ├── 61_太煩惱.txt │ │ ├── 61_擁有.txt │ │ ├── 61_昨天.txt │ │ ├── 61_當你.txt │ │ ├── 62_單眼皮.txt │ │ ├── 62_年輪.txt │ │ ├── 62_愛你.txt │ │ ├── 62_愛是….txt │ │ ├── 63_很久以後.txt │ │ ├── 63_為愛啟程.txt │ │ ├── 63_第一次愛的人.txt │ │ ├── 63_給力.txt │ │ ├── 64_DA DA DA.txt │ │ ├── 64_一對一.txt │ │ ├── 64_幸福來了.txt │ │ ├── 64_暗湧.txt │ │ ├── 65_Honey.txt │ │ ├── 65_仰望.txt │ │ ├── 65_戀愛.txt │ │ ├── 65_路.txt │ │ ├── 66_Baby Baby Tell Me.txt │ │ ├── 66_忘了.txt │ │ ├── 66_瘦瘦的.txt │ │ ├── 66_讓你飛.txt │ │ ├── 67_灰姑娘的眼淚 (電音版).txt │ │ ├── 67_給自己.txt │ │ ├── 67_絲路.txt │ │ ├── 67_離開動物園.txt │ │ ├── 68_回憶裡的瘋狂.txt │ │ ├── 68_愛你 (電音版).txt │ │ ├── 68_我還記得.txt │ │ ├── 68_黑色月亮.txt │ │ ├── 69_因為還是會.txt │ │ ├── 69_我們的故事.txt │ │ ├── 69_燕尾蝶.txt │ │ ├── 69_翹翹板.txt │ │ ├── 6_Love Is Love.txt │ │ ├── 6_我好嗎.txt │ │ ├── 6_生命中的美好缺憾.txt │ │ ├── 6_雨中的讚美詩.txt │ │ ├── 70_好夜晚.txt │ │ ├── 70_戀愛節奏.txt │ │ ├── 70_造天氣的人.txt │ │ ├── 70_黑吃黑.txt │ │ ├── 71_She.txt │ │ ├── 71_下一秒鐘.txt │ │ ├── 71_少年維特的煩惱.txt │ │ ├── 71_心心相印.txt │ │ ├── 72_愛的套餐.txt │ │ ├── 72_旅程.txt │ │ ├── 72_理想情人.txt │ │ ├── 72_睡在時針上的人.txt │ │ ├── 73_匿名的好友.txt │ │ ├── 73_失戀歌迷黨.txt │ │ ├── 73_是不是還少了什麼.txt │ │ ├── 73_最快樂那一年.txt │ │ ├── 74_不缺.txt │ │ ├── 74_你還在不在.txt │ │ ├── 74_我們都傻.txt │ │ ├── 74_木馬屠城記.txt │ │ ├── 75_Beauty.txt │ │ ├── 75_不要對自己說謊.txt │ │ ├── 75_九種使用孤獨的正確方式.txt │ │ ├── 75_第三者.txt │ │ ├── 76_天禁訣 (同名遊戲主題曲).txt │ │ ├── 76_曖昧.txt │ │ ├── 76_為我好.txt │ │ ├── 76_這....txt │ │ ├── 77_向左轉向右轉.txt │ │ ├── 77_愛的滑翔翼.txt │ │ ├── 77_缺氧.txt │ │ ├── 77_閃亮.txt │ │ ├── 78_Beautiful.txt │ │ ├── 78_太天真.txt │ │ ├── 78_帶我走.txt │ │ ├── 78_往幸福出發吧.txt │ │ ├── 79_心電心.txt │ │ ├── 79_日落.txt │ │ ├── 79_美麗人生.txt │ │ ├── 79_雨愛.txt │ │ ├── 7_1901的上一位房客.txt │ │ ├── 7_不可惜.txt │ │ ├── 7_微光.txt │ │ ├── 7_愛的重量 (電視劇愛情的開關主題曲).txt │ │ ├── 80_小星星.txt │ │ ├── 80_我不害怕.txt │ │ ├── 80_自作自受.txt │ │ ├── 80_那些愛過的事.txt │ │ ├── 81_Happy Loving.txt │ │ ├── 81_一萬零一種可能.txt │ │ ├── 81_再遙遠的距離.txt │ │ ├── 81_眼淚的地圖.txt │ │ ├── 82_出走.txt │ │ ├── 82_很愛.txt │ │ ├── 82_惡性循環.txt │ │ ├── 82_未來哈囉.txt │ │ ├── 83_喜歡你怎麼辦 _.txt │ │ ├── 83_張開翅膀.txt │ │ ├── 83_想幸福的人.txt │ │ ├── 83_這一天(我們都健康年輕).txt │ │ ├── 84_二度戀愛.txt │ │ ├── 84_別說.txt │ │ ├── 84_未完成的愛情.txt │ │ ├── 84_為你而P.txt │ │ ├── 85_Shining.txt │ │ ├── 85_新流感.txt │ │ ├── 85_這是你嗎.txt │ │ ├── 85_阿比安吉 (魔力寶貝遊戲主題曲).txt │ │ ├── 86_Ending.txt │ │ ├── 86_Mr. Honey.txt │ │ ├── 86_我不快樂.txt │ │ ├── 86_絕對達令.txt │ │ ├── 87_你好嗎.txt │ │ ├── 87_我是愛你的.txt │ │ ├── 87_我會更好.txt │ │ ├── 87_要我的命.txt │ │ ├── 88_匿名的好友.txt │ │ ├── 88_我想去個地方.txt │ │ ├── 88_當你.txt │ │ ├── 88_看海計劃.txt │ │ ├── 89_回到一個人.txt │ │ ├── 89_在晴朗的一天出發.txt │ │ ├── 89_折疊式愛情.txt │ │ ├── 89_美麗的日子.txt │ │ ├── 8_失去了哭泣的能力.txt │ │ ├── 8_如愛所願.txt │ │ ├── 8_披著狼皮的羊.txt │ │ ├── 8_煉愛.txt │ │ ├── 90_明天的微笑.txt │ │ ├── 90_朋友首日封.txt │ │ ├── 90_等.txt │ │ ├── 90_調皮的愛神.txt │ │ ├── 91_如果你還愛我.txt │ │ ├── 91_幸福背後.txt │ │ ├── 91_最想環遊的世界.txt │ │ ├── 91_青春鬥.txt │ │ ├── 92_In Your Eyes.txt │ │ ├── 92_我會好好的.txt │ │ ├── 92_第一次.txt │ │ ├── 92_閃亮的星.txt │ │ ├── 93_單戀.txt │ │ ├── 93_無條件為你.txt │ │ ├── 93_第一次愛的人.txt │ │ ├── 93_雨愛 [偶像劇《海派甜心》的片尾曲].txt │ │ ├── 94_Intro.txt │ │ ├── 94_一千零一個願望 (單人版).txt │ │ ├── 94_紙條.txt │ │ ├── 94_輕微.txt │ │ ├── 95_戀的魔法.txt │ │ ├── 95_明天見.txt │ │ ├── 95_橡皮筋.txt │ │ ├── 95_私人空間.txt │ │ ├── 96_光.txt │ │ ├── 96_純情豔陽天.txt │ │ ├── 96_羽毛.txt │ │ ├── 96_遇上愛.txt │ │ ├── 97_愛你.txt │ │ ├── 97_慶祝.txt │ │ ├── 97_漫步太空的人.txt │ │ ├── 97_轉圈圈.txt │ │ ├── 98_學會.txt │ │ ├── 98_快樂一整天.txt │ │ ├── 98_握你的手.txt │ │ ├── 98_那年夏天寧靜的海.txt │ │ ├── 99_完美比例.txt │ │ ├── 99_當愛情來了.txt │ │ ├── 99_若無其事.txt │ │ ├── 99_迷路.txt │ │ ├── 9_在青春迷失的咖啡館.txt │ │ ├── 9_完整的我.txt │ │ ├── 9_是我不懂.txt │ │ └── 9_獻醜.txt ├── machine_translation │ └── cmn-tw.txt ├── movie_reviews │ └── BigCity_GoogleComments ├── news │ └── ny_news_en.txt └── novels │ └── 紅樓夢全文 │ ├── ch1.txt │ ├── ch10.txt │ ├── ch100.txt │ ├── ch101.txt │ ├── ch102.txt │ ├── ch103.txt │ ├── ch104.txt │ ├── ch105.txt │ ├── ch106.txt │ ├── ch107.txt │ ├── ch108.txt │ ├── ch109.txt │ ├── ch11.txt │ ├── ch110.txt │ ├── ch111.txt │ ├── ch112.txt │ ├── ch113.txt │ ├── ch114.txt │ ├── ch115.txt │ ├── ch116.txt │ ├── ch117.txt │ ├── ch118.txt │ ├── ch119.txt │ ├── ch12.txt │ ├── ch120.txt │ ├── ch13.txt │ ├── ch14.txt │ ├── ch15.txt │ ├── ch16.txt │ ├── ch17.txt │ ├── ch18.txt │ ├── ch19.txt │ ├── ch2.txt │ ├── ch20.txt │ ├── ch21.txt │ ├── ch22.txt │ ├── ch23.txt │ ├── ch24.txt │ ├── ch25.txt │ ├── ch26.txt │ ├── ch27.txt │ ├── ch28.txt │ ├── ch29.txt │ ├── ch3.txt │ ├── ch30.txt │ ├── ch31.txt │ ├── ch32.txt │ ├── ch33.txt │ ├── ch34.txt │ ├── ch35.txt │ ├── ch36.txt │ ├── ch37.txt │ ├── ch38.txt │ ├── ch39.txt │ ├── ch4.txt │ ├── ch40.txt │ ├── ch41.txt │ ├── ch42.txt │ ├── ch43.txt │ ├── ch44.txt │ ├── ch45.txt │ ├── ch46.txt │ ├── ch47.txt │ ├── ch48.txt │ ├── ch49.txt │ ├── ch5.txt │ ├── ch50.txt │ ├── ch51.txt │ ├── ch52.txt │ ├── ch53.txt │ ├── ch54.txt │ ├── ch55.txt │ ├── ch56.txt │ ├── ch57.txt │ ├── ch58.txt │ ├── ch59.txt │ ├── ch6.txt │ ├── ch60.txt │ ├── ch61.txt │ ├── ch62.txt │ ├── ch63.txt │ ├── ch64.txt │ ├── ch65.txt │ ├── ch66.txt │ ├── ch67.txt │ ├── ch68.txt │ ├── ch69.txt │ ├── ch7.txt │ ├── ch70.txt │ ├── ch71.txt │ ├── ch72.txt │ ├── ch73.txt │ ├── ch74.txt │ ├── ch75.txt │ ├── ch76.txt │ ├── ch77.txt │ ├── ch78.txt │ ├── ch79.txt │ ├── ch8.txt │ ├── ch80.txt │ ├── ch81.txt │ ├── ch82.txt │ ├── ch83.txt │ ├── ch84.txt │ ├── ch85.txt │ ├── ch86.txt │ ├── ch87.txt │ ├── ch88.txt │ ├── ch89.txt │ ├── ch9.txt │ ├── ch90.txt │ ├── ch91.txt │ ├── ch92.txt │ ├── ch93.txt │ ├── ch94.txt │ ├── ch95.txt │ ├── ch96.txt │ ├── ch97.txt │ ├── ch98.txt │ ├── ch99.txt │ └── 紅樓夢人物列表 ├── docs ├── 16_wbs_development_plan_template.md ├── BEST_PRACTICES.md ├── PROJECT_EXPANSION_COMPLETION_REPORT.md ├── PROJECT_USAGE_GUIDE.md ├── TDD_Development_Principles.md └── TESTING_REPORT.json ├── models └── seq2seq │ └── s2s.h5 ├── pyproject.toml ├── scripts ├── CoNLL-2003.py ├── check_environment.py ├── download_datasets.py └── test_notebooks.py ├── shared_resources ├── dictionaries │ └── dict.txt.big ├── fonts │ ├── NotoSansTC-Regular.otf │ └── jf-openhuninn-1.0.ttf ├── jieba_lac │ └── lac_small │ │ ├── predict.py │ │ └── tag.dic ├── punctuation │ ├── punctuation_en.txt │ └── punctuation_zh_tw.txt └── stopwords │ ├── stopwords_en.txt │ └── stopwords_zh_tw.txt ├── 上課教材 ├── Sunny_NLP_basic_overview.pdf ├── Sunny_NLP_資策會2023.pdf ├── Transformers_hugging_face.pdf ├── pipenv 說明書 │ └── SOP.txt └── 安裝SOP │ └── pytorch_install_sunny.pdf ├── 專案實戰 ├── README.md ├── 主題建模應用 │ ├── README.md │ ├── 唐詩主題分析 │ │ ├── poetry-lda-visualization.html │ │ ├── 唐詩三百首.json │ │ └── 專案_主題建模_唐詩分析_LDA.ipynb │ └── 系統反應主題分析 │ │ ├── poetry-lda-visualization.html │ │ └── 專案_主題建模_系統日誌_LDA.ipynb ├── 問答系統 │ ├── README.md │ └── 專案_問答系統_RAG檢索增強生成.ipynb ├── 推薦系統 │ ├── README.md │ └── 專案_推薦系統_內容過濾_TFIDF.ipynb ├── 文本分類系統 │ ├── README.md │ └── 專案_文本分類_BERT微調實戰.ipynb ├── 新聞自動標籤系統 │ ├── README.md │ └── 專案_新聞標籤_零樣本分類與NER.ipynb ├── 歌詞分析系統 │ ├── README.md │ ├── 專案_歌詞分析_斷詞分析_Jieba.ipynb │ └── 專案_歌詞分析_詞頻統計_Jieba.ipynb ├── 聊天機器人系統 │ ├── README.md │ └── 專案_聊天機器人_Hugging_Face對話模型.ipynb ├── 評論情感分析 │ ├── README.md │ ├── 專案_評論分析_語言識別_TensorFlow.ipynb │ └── 專案_評論分析_資料前處理.ipynb └── 詞向量應用 │ ├── README.md │ ├── 專案_詞向量_Word2Vec概念介紹.ipynb │ ├── 專案_詞向量_嵌入層應用_Keras.ipynb │ └── 專案_詞向量_情緒分析_神經網路.ipynb ├── 補充教材 ├── 序列生成應用 │ └── 進階01_文本生成_LSTM情歌創作.ipynb ├── 文字雲與視覺化 │ ├── 進階01_文字雲_WordCloud基礎.ipynb │ └── 進階02_關鍵字雲_進階應用.ipynb ├── 文本分類進階 │ ├── 進階01_機器學習分類_Google評論.ipynb │ ├── 進階02_多分類_Google評論星等.ipynb │ ├── 進階03_MLP分類_Google評論.ipynb │ ├── 進階04_MLP多分類_Google評論星等.ipynb │ ├── 進階05_CNN分類_Google評論星等.ipynb │ └── 進階06_LSTM分類_Google評論星等.ipynb ├── 文本相似度專題 │ ├── Smadja.png │ ├── 進階01_TF-IDF_文本相似度.ipynb │ ├── 進階02_SimHash_文本去重.ipynb │ ├── 進階03_餘弦相似度_TED案例.ipynb │ ├── 進階04_齊夫定律_詞頻分析.ipynb │ ├── 進階05_搭配詞分析_Smadja演算法.ipynb │ ├── 進階06_主題建模_LDA_TED案例.ipynb │ └── 進階07_潛在語意索引_LSI.ipynb └── 詞向量進階 │ ├── 進階01_詞彙網路_WordNet.ipynb │ ├── 進階02_詞向量_Word2Vec訓練.ipynb │ ├── 進階03_文件向量_Doc2Vec.ipynb │ ├── 進階04_相似詞視覺化_紅樓夢案例.ipynb │ └── 進階05_網頁爬蟲_紅樓夢全文.ipynb ├── 課程資料 ├── 01_環境安裝與設定 │ ├── 範例程式 │ │ ├── 01_Poetry安裝與配置.ipynb │ │ ├── 02_必要套件安裝.ipynb │ │ └── 03_開發環境測試.ipynb │ └── 講義 │ │ ├── 01_Poetry安裝與配置完全指南.md │ │ ├── 02_必要套件安裝與配置完全指南.md │ │ └── 03_開發環境測試與驗證完全指南.md ├── 02_自然語言處理入門 │ ├── 範例程式 │ │ ├── 01_什麼是NLP.ipynb │ │ ├── 02_NLP演變歷程.ipynb │ │ ├── 03_NLP核心任務介紹.ipynb │ │ └── 04_Python_NLP工具生態.ipynb │ └── 講義 │ │ ├── 01_什麼是自然語言處理.md │ │ ├── 02_NLP演變歷程與技術典範.md │ │ ├── 03_NLP核心任務與應用.md │ │ └── 04_Python_NLP工具生態完全指南.md ├── 03_文本預處理 │ ├── 專案實作_新聞標題分析 │ │ ├── 01_Jieba中文斷詞_詞性標註.ipynb │ │ ├── 02_NLTK英文斷詞_詞性標註.ipynb │ │ ├── 03_中文詞頻統計_WordCount.ipynb │ │ ├── 04_英文詞頻統計_WordCount.ipynb │ │ └── 05_正規表示式_字串比對.ipynb │ └── 範例程式 │ │ ├── 06_Jieba中文斷詞_基礎操作.ipynb │ │ ├── 07_NLTK英文斷詞_詞幹提取.ipynb │ │ ├── 08_OpenCC簡繁轉換.ipynb │ │ ├── 09_詞性標註_NER命名實體.ipynb │ │ ├── 10_詞袋模型_BoW.ipynb │ │ ├── 11_TF-IDF_文本向量化.ipynb │ │ └── 12_One-Hot編碼_獨熱編碼.ipynb ├── 04_機器學習與自然語言處理 │ ├── 專案實作_垃圾郵件分類器 │ │ └── 04_垃圾郵件分類器_NaiveBayes完整實戰.ipynb │ ├── 底層實作 │ │ └── 底層實作01_從零打造NaiveBayes.ipynb │ ├── 範例程式 │ │ ├── 01_簡單貝葉斯_NaiveBayes.ipynb │ │ ├── 02_主題建模_NMF.ipynb │ │ └── 03_N-gram語言模型.ipynb │ └── 講義 │ │ ├── 01_機器學習基礎與NLP應用.md │ │ ├── 02_貝葉斯定理與樸素貝葉斯.md │ │ └── 03_主題建模技術_NMF與LDA.md ├── 05_神經網路與深度學習入門 │ ├── 專案實作_MLP文本分類 │ │ └── 03_MLP文本分類_推特情緒分析.ipynb │ ├── 底層實作 │ │ └── 底層實作02_從零打造MLP.ipynb │ ├── 範例程式 │ │ ├── 01_多層感知器_MLP分類.ipynb │ │ └── 02_多層感知器_MLP迴歸.ipynb │ └── 講義 │ │ ├── 01_神經網路基礎原理.md │ │ ├── 02_深度學習框架_Keras入門.md │ │ └── 03_詞嵌入技術_Embedding層.md ├── 06_經典序列模型_RNN_LSTM │ ├── 專案實作_IMDB情感分析 │ │ ├── 04_LSTM情感分析_IMDB電影評論.ipynb │ │ ├── 05_Seq2Seq機器翻譯_英中翻譯.ipynb │ │ └── 06_RNN情感分析_IMDB電影評論.ipynb │ ├── 底層實作 │ │ └── 底層實作03_從零打造RNN與LSTM.ipynb │ ├── 範例程式 │ │ ├── 01_循環神經網路_RNN基礎.ipynb │ │ ├── 02_長短期記憶網路_LSTM基礎.ipynb │ │ └── 03_序列到序列_Seq2Seq基礎.ipynb │ └── 講義 │ │ ├── 01_序列模型概論_RNN原理.md │ │ ├── 02_LSTM與門控機制.md │ │ └── 03_Seq2Seq架構與應用.md ├── 07_Transformer與大型語言模型 │ ├── README.md │ ├── 範例程式 │ │ ├── 01_Transformer架構概覽.ipynb │ │ ├── 02_嵌入層_Embeddings.ipynb │ │ ├── 03_注意力機制_Attention.ipynb │ │ ├── 04_Transformer編碼器_Encoder.ipynb │ │ ├── 05_Transformer解碼器_Decoder.ipynb │ │ ├── 06_三大模型架構對比.ipynb │ │ ├── 07_大型語言模型_LLMs.ipynb │ │ └── 08_LLM實際應用案例.ipynb │ └── 講義 │ │ ├── 01_Transformer架構完全解析.md │ │ ├── 02_大型語言模型原理與應用.md │ │ ├── 03_Encoder與Decoder深度剖析.md │ │ └── 04_LLM應用實戰指南.md ├── 08_Hugging_Face函式庫實戰 │ ├── 專案實作_客戶意見分析儀 │ │ ├── 09_專案實戰_客戶意見分析儀.ipynb │ │ └── README.md │ ├── 範例程式 │ │ ├── 01_Hugging_Face生態簡介.ipynb │ │ ├── 02_Pipeline_API快速入門.ipynb │ │ ├── 03_情感分析_Sentiment_Analysis.ipynb │ │ ├── 04_命名實體識別_NER.ipynb │ │ ├── 05_零樣本分類_Zero_Shot.ipynb │ │ ├── 06_文本摘要_Summarization.ipynb │ │ ├── 07_文本生成_Text_Generation.ipynb │ │ ├── 08_模型微調_Fine_Tuning.ipynb │ │ ├── 09_專案實戰_客戶意見分析儀.ipynb │ │ └── 10_進階技巧與優化.ipynb │ └── 講義 │ │ ├── 01_Hugging_Face生態系統與Pipeline_API完全指南.md │ │ ├── 02_Pipeline_API與預訓練模型深度應用.md │ │ ├── 03_模型微調與實戰專案部署.md │ │ └── 04_優化與生產環境部署最佳實踐.md └── 09_課程總結與未來展望 │ └── 範例程式 │ ├── 01_NLP技術體系回顧.ipynb │ ├── 02_技術選型決策樹.ipynb │ ├── 03_進階學習路徑.ipynb │ └── 04_職涯發展與實戰建議.ipynb └── 講義範本.md /.claude/settings.local.json: -------------------------------------------------------------------------------- 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