{"id":25243,"date":"2024-10-26T09:53:18","date_gmt":"2024-10-26T09:53:18","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=25243"},"modified":"2024-11-26T08:02:24","modified_gmt":"2024-11-26T08:02:24","slug":"06-10-%eb%94%a5-%eb%9f%ac%eb%8b%9d%ec%9d%84-%ec%9d%b4%ec%9a%a9%ed%95%9c-%ec%9e%90%ec%97%b0%ec%96%b4-%ec%b2%98%eb%a6%ac-%ec%86%8c%ed%94%84%ed%8a%b8%eb%a7%a5%ec%8a%a4-%ed%9a%8c%ea%b7%80-%ec%8b%a4","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/25243\/","title":{"rendered":"06-10 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc18c\ud504\ud2b8\ub9e5\uc2a4 \ud68c\uadc0 \uc2e4\uc2b5"},"content":{"rendered":"<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548 \ub525 \ub7ec\ub2dd \uae30\uc220\uc758 \ubc1c\uc804\uc73c\ub85c \uc778\ud574 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubd84\uc57c\uc5d0\uc11c\ub3c4 \ud070 \ud601\uc2e0\uc774 \uc774\ub8e8\uc5b4\uc84c\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ub525 \ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uae30\uc220 \uc911 \ud558\ub098\uc778 \uc18c\ud504\ud2b8\ub9e5\uc2a4 \ud68c\uadc0(Softmax Regression)\uc5d0 \ub300\ud574 \uae4a\uc774 \uc788\uac8c \ub2e4\ub8e8\uc5b4 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>1. \uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub780?<\/h2>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub294 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \ucef4\ud4e8\ud130\uac00 \ucc98\ub9ac\ud558\uace0 \uc774\ud574\ud558\ub3c4\ub85d \ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \ub2e4\uc591\ud55c \uae30\ubc95\uacfc \uc54c\uace0\ub9ac\uc998\uc774 \uc0ac\uc6a9\ub418\uba70, \ud06c\uac8c \ub450 \uac00\uc9c0 \ubd84\uc57c\ub85c \ub098\ub20c \uc218 \uc788\uc2b5\ub2c8\ub2e4: \uc5b8\uc5b4 \uc774\ud574(Understanding)\uc640 \uc5b8\uc5b4 \uc0dd\uc131(Generation). \uc5b8\uc5b4 \uc774\ud574\ub294 \ud14d\uc2a4\ud2b8\ub098 \uc74c\uc131\uc744 \ubc1b\uc544\ub4e4\uc5ec \uadf8 \uc758\ubbf8\ub97c \ud574\uc11d\ud558\ub294 \uacfc\uc815\uc774\uba70, \uc5b8\uc5b4 \uc0dd\uc131\uc740 \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uacfc \uc720\uc0ac\ud558\uac8c \ubb38\uc7a5\uc744 \ub9cc\ub4e4\uc5b4\ub0b4\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4.<\/p>\n<h2>2. \ub525 \ub7ec\ub2dd\uc758 \ub3c4\uc785<\/h2>\n<p>\ub525 \ub7ec\ub2dd\uc740 \uc778\uacf5 \uc2e0\uacbd\ub9dd\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \uba38\uc2e0 \ub7ec\ub2dd\uc758 \uc77c\uc885\uc73c\ub85c, \uc5ec\ub7ec \uce35\uc758 \ub274\ub7f0\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub85c\ubd80\ud130 \ud328\ud134\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4. \ub525 \ub7ec\ub2dd\uc740 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc5d0\uc11c \ubcf5\uc7a1\ud55c \uad6c\uc870\ub97c \ud559\uc2b5\ud558\ub294 \ub370 \uac15\uc810\uc744 \uac00\uc9c0\uba70, \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc5d0\uc11c\ub3c4 \ub110\ub9ac \uc0ac\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub525 \ub7ec\ub2dd\uc744 \ud1b5\ud574 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uc815\ud655\uc131\uacfc \ud6a8\uc728\uc131\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>3. \uc18c\ud504\ud2b8\ub9e5\uc2a4 \ud68c\uadc0\ub780?<\/h2>\n<p>\uc18c\ud504\ud2b8\ub9e5\uc2a4 \ud68c\uadc0\ub294 \ubd84\ub958 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \uc9c0\ub3c4 \ud559\uc2b5 \uc54c\uace0\ub9ac\uc998 \uc911 \ud558\ub098\ub85c, \uc8fc\ub85c \ub2e4\uc911 \ud074\ub798\uc2a4 \ubd84\ub958 \ubb38\uc81c\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4. \uc774 \uc54c\uace0\ub9ac\uc998\uc740 \uac01 \ud074\ub798\uc2a4\uc5d0 \ub300\ud55c \ud655\ub960\uc744 \uacc4\uc0b0\ud558\uc5ec \uac00\uc7a5 \ub192\uc740 \ud655\ub960\uc744 \uac00\uc9c4 \ud074\ub798\uc2a4\ub97c \uc120\ud0dd\ud569\ub2c8\ub2e4. \uc18c\ud504\ud2b8\ub9e5\uc2a4 \ud568\uc218\ub294 \uc8fc\uc5b4\uc9c4 \uc785\ub825\uc5d0 \ub300\ud55c \ud655\ub960 \ubd84\ud3ec\ub97c \uc0dd\uc131\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\uba70, \uc77c\ubc18\uc801\uc73c\ub85c \ub2e4\uc74c\uacfc \uac19\uc774 \uc815\uc758\ub429\ub2c8\ub2e4:<\/p>\n<pre><code>softmax(z_i) = exp(z_i) \/ \u03a3 exp(z_j)\n<\/code><\/pre>\n<p>\uc5ec\uae30\uc11c \\(z_i\\)\ub294 \ud074\ub798\uc2a4 \\(i\\)\uc5d0 \ub300\ud55c \ub85c\uc9d3(logit) \uac12\uc774\uba70, \u03a3\ub294 \ubaa8\ub4e0 \ud074\ub798\uc2a4\uc5d0 \ub300\ud55c \ud569\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4. \uc774 \uc2dd\uc744 \ud1b5\ud574 \uac01\uac01\uc758 \ud074\ub798\uc2a4\uc5d0 \ub300\ud55c \ud655\ub960\uc744 \uad6c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>4. \uc18c\ud504\ud2b8\ub9e5\uc2a4 \ud68c\uadc0\uc758 \uc218\ud559\uc801 \ubc30\uacbd<\/h2>\n<p>\uc18c\ud504\ud2b8\ub9e5\uc2a4 \ud68c\uadc0\ub294 \uc8fc\uc5b4\uc9c4 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \uc120\ud615 \ubcc0\ud658\uc744 \uc218\ud589\ud558\uace0, \uadf8 \uacb0\uacfc\ub97c \uc18c\ud504\ud2b8\ub9e5\uc2a4 \ud568\uc218\uc5d0 \ud1b5\uacfc\uc2dc\ucf1c \ud655\ub960\uc744 \uacc4\uc0b0\ud569\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc740 \ub2e4\uc74c \ub2e8\uacc4\ub85c \uc9c4\ud589\ub429\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\ub370\uc774\ud130 \uc900\ube44: \uc785\ub825 \ub370\uc774\ud130\ub97c \uc900\ube44\ud569\ub2c8\ub2e4.<\/li>\n<li>\ubaa8\ub378 \uc0dd\uc131: \uc785\ub825 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uac00\uc911\uce58\uc640 \ubc14\uc774\uc5b4\uc2a4\ub97c \uc815\uc758\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc608\uce21: \uc785\ub825 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \uc608\uce21 \uac12\uc744 \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc190\uc2e4 \uacc4\uc0b0: \uc608\uce21\uac12\uacfc \uc2e4\uc81c\uac12 \uac04\uc758 \ucc28\uc774\ub97c \uacc4\uc0b0\ud558\uc5ec \uc190\uc2e4 \ud568\uc218\ub97c \uad6c\ud569\ub2c8\ub2e4.<\/li>\n<li>\ucd5c\uc801\ud654: \uc190\uc2e4\uc744 \ucd5c\uc18c\ud654\ud558\ub294 \ubc29\ud5a5\uc73c\ub85c \uac00\uc911\uce58\ub97c \uc5c5\ub370\uc774\ud2b8\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>5. \uc18c\ud504\ud2b8\ub9e5\uc2a4 \ud68c\uadc0\uc758 \uad6c\ud604<\/h2>\n<p>\uc18c\ud504\ud2b8\ub9e5\uc2a4 \ud68c\uadc0\ub97c \uad6c\ud604\ud558\uae30 \uc704\ud574 Python\uc758 TensorFlow\uc640 Keras\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc544\ub798\ub294 \uac04\ub2e8\ud55c \uc18c\ud504\ud2b8\ub9e5\uc2a4 \ud68c\uadc0 \ubaa8\ub378\uc744 \uad6c\ud604\ud558\ub294 \ucf54\ub4dc\uc785\ub2c8\ub2e4:<\/p>\n<pre><code>import numpy as np\nfrom tensorflow.keras.models import Sequential\nfrom tensorflow.keras.layers import Dense\nfrom tensorflow.keras.utils import to_categorical\nfrom sklearn.datasets import load_iris\nfrom sklearn.model_selection import train_test_split\n\n# \ub370\uc774\ud130 \ub85c\ub4dc\ndata = load_iris()\nX = data.data\ny = data.target\n\n# \ub370\uc774\ud130 \ubd84\ud560\nX_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n\n# \ub808\uc774\ube14\uc744 \ubc94\uc8fc\ud615\uc73c\ub85c \ubcc0\ud658\ny_train_cat = to_categorical(y_train)\ny_test_cat = to_categorical(y_test)\n\n# \ubaa8\ub378 \uc0dd\uc131\nmodel = Sequential()\nmodel.add(Dense(10, input_shape=(X_train.shape[1],), activation='relu'))\nmodel.add(Dense(3, activation='softmax'))\n\n# \ubaa8\ub378 \ucef4\ud30c\uc77c\nmodel.compile(loss='categorical_crossentropy', optimizer='adam', metrics=['accuracy'])\n\n# \ubaa8\ub378 \ud559\uc2b5\nmodel.fit(X_train, y_train_cat, epochs=100, verbose=1)\n\n# \ubaa8\ub378 \ud3c9\uac00\nloss, accuracy = model.evaluate(X_test, y_test_cat)\nprint(f'Loss: {loss}, Accuracy: {accuracy}')\n<\/code><\/pre>\n<p>\uc704 \ucf54\ub4dc\ub294 Iris \ub370\uc774\ud130\uc14b\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc18c\ud504\ud2b8\ub9e5\uc2a4 \ud68c\uadc0 \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0a4\ub294 \uc608\uc81c\uc785\ub2c8\ub2e4. \ubaa8\ub378\uc744 \uc0dd\uc131\ud55c \ud6c4, \uc190\uc2e4 \ud568\uc218\ub97c categorical_crossentropy\ub85c \uc124\uc815\ud558\uace0, Adam \uc635\ud2f0\ub9c8\uc774\uc800\ub85c \ucef4\ud30c\uc77c\ud55c \ub4a4, \ud559\uc2b5\uc744 \uc9c4\ud589\ud569\ub2c8\ub2e4.<\/p>\n<h2>6. \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc5d0\uc758 \uc751\uc6a9<\/h2>\n<p>\uc18c\ud504\ud2b8\ub9e5\uc2a4 \ud68c\uadc0\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ud2b9\ud788 \ud14d\uc2a4\ud2b8 \ubd84\ub958, \uac10\uc815 \ubd84\uc11d, \ud1a0\ud53d \ubaa8\ub378\ub9c1 \ub4f1\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub418\uba70, \uac01 \ubb38\uc11c\ub098 \ub2e8\uc5b4\uc5d0 \ub300\ud55c \ud074\ub798\uc2a4 \ud655\ub960\uc744 \uacc4\uc0b0\ud558\ub294 \ub370 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<h2>7. \uacb0\ub860<\/h2>\n<p>\uc18c\ud504\ud2b8\ub9e5\uc2a4 \ud68c\uadc0\ub294 \ub525 \ub7ec\ub2dd \uae30\ubc18\uc758 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uae30\uc220 \uc911 \ud558\ub098\ub85c, \ub2e4\uc911 \ud074\ub798\uc2a4 \ubd84\ub958 \ubb38\uc81c\ub97c \ub2e4\ub8e8\ub294 \ub370 \uac15\ub825\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. \ub2e4\uc591\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uc791\uc5c5\uc5d0\uc11c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud560 \uc218 \uc788\uc73c\uba70, \ub354 \ubcf5\uc7a1\ud55c \ubaa8\ub378\uc5d0 \ud1b5\ud569\ud558\uc5ec \uc131\ub2a5\uc744 \ub192\uc77c \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud559\uc2b5 \uacfc\uc815\uc5d0\uc11c\uc758 \uc2e4\ud5d8\uacfc \ucd5c\uc801\ud654\ub97c \ud1b5\ud574 \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \uac1c\uc120\ud558\uace0, \ub354 \ub098\uc740 \uacb0\uacfc\ub97c \uc5bb\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\ub97c \uc870\uc815\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774 \uae00\uc744 \ud1b5\ud574 \uc18c\ud504\ud2b8\ub9e5\uc2a4 \ud68c\uadc0\uc758 \uae30\ubcf8 \uac1c\ub150\uacfc \uad6c\ud604 \ubc29\ubc95, \uadf8\ub9ac\uace0 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc5d0\uc11c\uc758 \ud65c\uc6a9 \uac00\ub2a5\uc131\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uc558\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c\ub3c4 \ub525 \ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uae30\uc220\uc758 \ubc1c\uc804\uc774 \uae30\ub300\ub429\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548 \ub525 \ub7ec\ub2dd \uae30\uc220\uc758 \ubc1c\uc804\uc73c\ub85c \uc778\ud574 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubd84\uc57c\uc5d0\uc11c\ub3c4 \ud070 \ud601\uc2e0\uc774 \uc774\ub8e8\uc5b4\uc84c\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ub525 \ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uae30\uc220 \uc911 \ud558\ub098\uc778 \uc18c\ud504\ud2b8\ub9e5\uc2a4 \ud68c\uadc0(Softmax Regression)\uc5d0 \ub300\ud574 \uae4a\uc774 \uc788\uac8c \ub2e4\ub8e8\uc5b4 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub780? \uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub294 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \ucef4\ud4e8\ud130\uac00 \ucc98\ub9ac\ud558\uace0 \uc774\ud574\ud558\ub3c4\ub85d \ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 &hellip; <a href=\"https:\/\/atmokpo.com\/w\/25243\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;06-10 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc18c\ud504\ud2b8\ub9e5\uc2a4 \ud68c\uadc0 \uc2e4\uc2b5&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[16],"tags":[],"class_list":["post-25243","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>06-10 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc18c\ud504\ud2b8\ub9e5\uc2a4 \ud68c\uadc0 \uc2e4\uc2b5 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/atmokpo.com\/w\/25243\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"06-10 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc18c\ud504\ud2b8\ub9e5\uc2a4 \ud68c\uadc0 \uc2e4\uc2b5 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548 \ub525 \ub7ec\ub2dd 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