From e11d3e30c3a82955aca9b6aaea5a27b34eb09a4f Mon Sep 17 00:00:00 2001 From: Keon Date: Wed, 30 May 2018 00:40:48 -0400 Subject: [PATCH] reorganize chapters --- .../01-autoencoder.ipynb | 0 {07-Autoencoder => 06-Autoencoder}/README.md | 0 06-Getting-Deeper/03-torchvision-models.ipynb | 32 - 06-Getting-Deeper/README.md | 11 - .../01-text-classification.ipynb | 0 .../02-sequence-to-sequence.ipynb | 0 .../README.md | 0 .../01-fgsm-attack.ipynb | 0 .../02-iterative-target-attack.ipynb | 0 .../README.md | 0 .../imagenet_samples/chihuahua.jpg | Bin .../imagenet_samples/imagenet_classes.json | 0 .../imagenet_samples/stoplight.jpg | Bin .../RNN_Classifier.ipynb | 8761 ----------------- .../README.md | 0 .../01-cartpole-dqn.ipynb | 0 .../README.md | 0 .../README.md | 0 README.md | 33 +- 19 files changed, 13 insertions(+), 8824 deletions(-) rename 07-Autoencoder/autoencoder.ipynb => 06-Autoencoder/01-autoencoder.ipynb (100%) rename {07-Autoencoder => 06-Autoencoder}/README.md (100%) delete mode 100644 06-Getting-Deeper/03-torchvision-models.ipynb delete mode 100644 06-Getting-Deeper/README.md rename 08-RNN-For-Sequential-Data/1-text-classification.ipynb => 07-RNN-For-Sequential-Data/01-text-classification.ipynb (100%) rename 08-RNN-For-Sequential-Data/sequence-to-sequence.ipynb => 07-RNN-For-Sequential-Data/02-sequence-to-sequence.ipynb (100%) rename {08-RNN-For-Sequential-Data => 07-RNN-For-Sequential-Data}/README.md (100%) rename 09-Hacking-Deep-Learning/1-fgsm-attack.ipynb => 08-Hacking-Deep-Learning/01-fgsm-attack.ipynb (100%) rename 09-Hacking-Deep-Learning/2-iterative-attack.ipynb => 08-Hacking-Deep-Learning/02-iterative-target-attack.ipynb (100%) rename {09-Hacking-Deep-Learning => 08-Hacking-Deep-Learning}/README.md (100%) rename {09-Hacking-Deep-Learning => 08-Hacking-Deep-Learning}/imagenet_samples/chihuahua.jpg (100%) rename {09-Hacking-Deep-Learning => 08-Hacking-Deep-Learning}/imagenet_samples/imagenet_classes.json (100%) rename {09-Hacking-Deep-Learning => 08-Hacking-Deep-Learning}/imagenet_samples/stoplight.jpg (100%) delete mode 100644 08-RNN-For-Sequential-Data/RNN_Classifier.ipynb rename {10-Generative-Adversarial-Networks => 09-Generative-Adversarial-Networks}/README.md (100%) rename 11-DQN-Learns-From-Environment/1-cartpole-dqn.ipynb => 10-DQN-Learns-From-Environment/01-cartpole-dqn.ipynb (100%) rename {11-DQN-Learns-From-Environment => 10-DQN-Learns-From-Environment}/README.md (100%) rename {12-A2C-Self-Driving => 11-A2C-Self-Driving}/README.md (100%) diff --git a/07-Autoencoder/autoencoder.ipynb b/06-Autoencoder/01-autoencoder.ipynb similarity index 100% rename from 07-Autoencoder/autoencoder.ipynb rename to 06-Autoencoder/01-autoencoder.ipynb diff --git a/07-Autoencoder/README.md b/06-Autoencoder/README.md similarity index 100% rename from 07-Autoencoder/README.md rename to 06-Autoencoder/README.md diff --git a/06-Getting-Deeper/03-torchvision-models.ipynb b/06-Getting-Deeper/03-torchvision-models.ipynb deleted file mode 100644 index 9e2543a..0000000 --- a/06-Getting-Deeper/03-torchvision-models.ipynb +++ /dev/null @@ -1,32 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.5.2" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/06-Getting-Deeper/README.md b/06-Getting-Deeper/README.md deleted file mode 100644 index fa0d3f5..0000000 --- a/06-Getting-Deeper/README.md +++ /dev/null @@ -1,11 +0,0 @@ -# 신경망 깊게 쌓아보기 - -CNN의 발전사와 함께 발전된 형태의 모델들을 알아봅니다. - - * [개념] 복잡한 CNN모델들 - * [개념 or 프로젝트] Alexnet - * [개념 or 프로젝트] Residual Networks (ResNet) - * [개념 or 프로젝트] Inception - * [프로젝트] High Level API 사용법 익히기 - * [팁] 토치비전으로 복잡한 모델 사용하기 - * 더 보기 diff --git a/08-RNN-For-Sequential-Data/1-text-classification.ipynb b/07-RNN-For-Sequential-Data/01-text-classification.ipynb similarity index 100% rename from 08-RNN-For-Sequential-Data/1-text-classification.ipynb rename to 07-RNN-For-Sequential-Data/01-text-classification.ipynb diff --git a/08-RNN-For-Sequential-Data/sequence-to-sequence.ipynb b/07-RNN-For-Sequential-Data/02-sequence-to-sequence.ipynb similarity index 100% rename from 08-RNN-For-Sequential-Data/sequence-to-sequence.ipynb rename to 07-RNN-For-Sequential-Data/02-sequence-to-sequence.ipynb diff --git a/08-RNN-For-Sequential-Data/README.md b/07-RNN-For-Sequential-Data/README.md similarity index 100% rename from 08-RNN-For-Sequential-Data/README.md rename to 07-RNN-For-Sequential-Data/README.md diff --git a/09-Hacking-Deep-Learning/1-fgsm-attack.ipynb b/08-Hacking-Deep-Learning/01-fgsm-attack.ipynb similarity index 100% rename from 09-Hacking-Deep-Learning/1-fgsm-attack.ipynb rename to 08-Hacking-Deep-Learning/01-fgsm-attack.ipynb diff --git a/09-Hacking-Deep-Learning/2-iterative-attack.ipynb b/08-Hacking-Deep-Learning/02-iterative-target-attack.ipynb similarity index 100% rename from 09-Hacking-Deep-Learning/2-iterative-attack.ipynb rename to 08-Hacking-Deep-Learning/02-iterative-target-attack.ipynb diff --git a/09-Hacking-Deep-Learning/README.md b/08-Hacking-Deep-Learning/README.md similarity index 100% rename from 09-Hacking-Deep-Learning/README.md rename to 08-Hacking-Deep-Learning/README.md diff --git a/09-Hacking-Deep-Learning/imagenet_samples/chihuahua.jpg b/08-Hacking-Deep-Learning/imagenet_samples/chihuahua.jpg similarity index 100% rename from 09-Hacking-Deep-Learning/imagenet_samples/chihuahua.jpg rename to 08-Hacking-Deep-Learning/imagenet_samples/chihuahua.jpg diff --git a/09-Hacking-Deep-Learning/imagenet_samples/imagenet_classes.json b/08-Hacking-Deep-Learning/imagenet_samples/imagenet_classes.json similarity index 100% rename from 09-Hacking-Deep-Learning/imagenet_samples/imagenet_classes.json rename to 08-Hacking-Deep-Learning/imagenet_samples/imagenet_classes.json diff --git a/09-Hacking-Deep-Learning/imagenet_samples/stoplight.jpg b/08-Hacking-Deep-Learning/imagenet_samples/stoplight.jpg similarity index 100% rename from 09-Hacking-Deep-Learning/imagenet_samples/stoplight.jpg rename to 08-Hacking-Deep-Learning/imagenet_samples/stoplight.jpg diff --git a/08-RNN-For-Sequential-Data/RNN_Classifier.ipynb b/08-RNN-For-Sequential-Data/RNN_Classifier.ipynb deleted file mode 100644 index aa847c1..0000000 --- a/08-RNN-For-Sequential-Data/RNN_Classifier.ipynb +++ /dev/null @@ -1,8761 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "RNN 으로 영화 리뷰 감정 분석하기\n", - "RNN 을 이용하여 IMDB 의 영화 리뷰가 긍정적인지 부정적인지 구분해봅시다." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "import datetime\n", - "import argparse\n", - "import torch\n", - "from torchtext import data, datasets\n", - "from torch import autograd\n", - "from torch.autograd import Variable\n", - "from torch import nn\n", - "import torch.nn.functional as F\n", - "import copy\n", - "import spacy" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "use_cuda = torch.cuda.is_available()\n", - "device = torch.device(\"cuda\" if use_cuda else \"cpu\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "HyperParameter 정의하기" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "# get hyper parameters\n", - "lr = 0.0003\n", - "epochs = 8\n", - "batch_size = 32" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Loading data...\n" - ] - } - ], - "source": [ - "print(\"\\nLoading data...\")\n", - "TEXT = data.Field(sequential=True, lower=True)\n", - "LABEL = data.Field(sequential=False)\n", - "train, test = datasets.IMDB.splits(TEXT, LABEL)\n", - "TEXT.build_vocab(train, min_freq=5)\n", - "LABEL.build_vocab(train)\n", - "\n", - "train_iter, test_iter = data.BucketIterator.splits(\n", - " (train, test), batch_size=32, shuffle=False, repeat=False, device=-1)\n", - "\n", - "\n", - "\n", - "\n", - "vocab_size = len(TEXT.vocab)\n", - "n_classes = len(LABEL.vocab) - 1" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "IMDB 데이터셋 불러오기" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Tockenizing 이 끝난 데이터 하나를 살펴보겠습니다. list of words 로 표현되는 데이터가 positive 혹은 negative 레이블을 띄고 있는것이 확인 가능합니다." - ] - }, - { - "cell_type": "code", - "execution_count": 159, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "['i', 'loved', 'this', 'movie.', 'i', 'totally', 'disagree', 'with', 'some', '', 'critiques', 'that', \"i've\", 'read', 'over', 'the', 'years.', 'this', 'was', 'a', 'great', 'vehicle', 'for', 'eddie', '', 'he', 'appeared', 'to', 'have', 'a', 'great', 'time', 'with', 'his', 'part', 'as', 'chandler', '', 'and', 'he', 'should', 'never', 'care', 'about', 'what', 'the', 'critics', 'say,', 'if', 'he', 'had', 'fun', 'doing', 'it', '\\x96', 'and', 'most', 'of', 'his', 'audience', 'enjoyed', 'it!', 'and,', 'it', 'was', 'fun', 'to', 'watch', 'as', 'it', 'combined', 'some', 'great', 'fantasy', 'tension', 'with', 'mr.', \"murphy's\", 'great', 'comedic', 'style.', 'you', 'have', 'to', 'keep', 'in', 'mind', 'that', '', \"child'\", 'is', 'a', '', 'film', '\\x96', 'just', 'an', 'imaginative', 'work', 'of', 'magic', 'and', 'wonder', 'amidst', 'the', \"'real'\", 'world.', 'during', 'the', 'time', 'this', 'film', 'was', 'released,', 'i', 'was', 'working', 'in', 'a', 'video', 'rental', 'store.', 'this', 'was', 'one', 'of', 'the', 'most', 'popular', 'with', 'all', 'our', 'customers.', 'every', 'single', 'time,', 'we', 'put', 'this', 'one', 'up', 'on', 'our', '', 'all', 'the', 'copies', 'we', 'had', 'went', 'out', 'fast', 'with', '', 'requests', 'that', 'kept', 'it', 'on', 'the', 'queue', 'for', '', 'everyone', 'who', 'rented', 'it', 'loved', 'it!', 'i', 'was', 'the', 'resident', 'film', 'critic', 'and', 'all', 'my', 'regular', 'customers', 'would', 'ask', 'my', 'opinion', 'before', 'they', 'rented', '\\x96', 'this', 'was', 'one', 'of', 'my', 'favorites', 'and', 'i', 'knew', 'the', 'taste', 'of', 'my', 'customers', 'so', 'i', 'highly', 'recommended', 'this', 'one', 'to', 'most', 'of', 'them.', 'i', 'really', 'feel', 'that', 'this', 'film', 'is', 'a', 'sleeper', '\\x96', 'it', 'may', 'not', 'have', 'done', 'too', 'well', 'at', 'the', 'box', 'office', '\\x96', 'due', 'to', 'very', 'poor', 'marketing', '\\x96', 'but', 'it', 'hit', 'a', 'high', 'in', 'the', 'video', 'rental', 'and', 'purchase', 'market', 'later!', '(yes,', 'i', 'did', 'buy', 'this', 'film', 'for', 'my', 'own', 'video', '', 'i', 'adored', 'the', 'little', 'boy', 'who', 'played', 'the', '', \"child'\", '\\x96', 'j.', 'l.', '', '-', 'but', 'after', 'looking', 'at', 'his', 'profile', 'in', 'imdb,', 'i', 'noticed', 'that', 'he', 'never', 'did', 'any', 'more', 'films.', 'that', 'is', 'sad,', 'because', 'he', 'definitely', 'had', 'an', 'on-screen', 'aura', 'and', 'could', 'have', 'continued', 'with', 'a', 'film', 'career.', 'i', 'also', 'adored', 'victor', '', 'who', 'played', 'the', 'old', 'man', '(i', 'loved', 'him', 'in', 'his', 'part', 'as', '', '', 'in', \"'big\", 'trouble', 'in', 'little', '', '-', '', 'at', 'any', 'rate,', 'this', 'was', 'a', 'great', 'film.', 'the', 'only', 'drawbacks', 'that', \"didn't\", 'seem', 'to', 'fit', 'with', 'the', 'theme', 'were', 'some', 'of', 'the', 'parts', 'that', 'got', 'a', 'bit', 'more', \"'adult'\", 'in', 'nature', '\\x96', 'such', 'as', '', 'rather', 'sexual', 'remarks', 'about', 'the', 'serpent', 'lady', 'that', 'was', 'presented', 'to', 'him', 'as', 'a', 'silhouette.', 'it', 'was', 'funny,', 'but', 'it', 'still', 'was', 'out', 'of', '', 'ok,', 'so', 'there', 'were', 'a', 'few', 'suggestive', 'gratuitous', 'scenes', '\\x96', 'those', 'were', 'put', 'in', 'for', 'the', '', 'of', 'the', 'day', 'perhaps.', 'this', 'was', 'still', 'an', 'adventurous', 'and', 'escapist', 'type', 'of', 'film', 'which', 'we', 'do', 'need', 'today', 'to', 'get', 'away', 'from', 'all', 'the', 'hard', 'core', 'reality', 'and', 'depressing', 'fluff', 'that', 'we', 'are', 'hit', 'with', 'from', 'hollywood.', 'now', \"that's\", 'entertainment!', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '']\n", - "tensor(2)\n" - ] - } - ], - "source": [ - "b, batch = (next(enumerate(train_iter)))\n", - "\n", - "# for i in range(0, batch_size):\n", - "review = batch.text\n", - "sentiment = batch.label\n", - "# for i in range(0, batch_size):\n", - "print([TEXT.vocab.itos[j] for j in review.data[:,0]] )\n", - "print(sentiment.data[0])\n", - "#1 is neg, 2 is pos" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "RNN Classifier 객체 정의하기" - ] - }, - { - "cell_type": "code", - "execution_count": 160, - "metadata": {}, - "outputs": [], - "source": [ - "class BasicRNN(nn.Module):\n", - " def __init__(self, batch_size, vocab_size, embed_dim, hidden_dim, n_classes, dropout=0.2, n_layers=1):\n", - " super(BasicRNN, self).__init__()\n", - " self.vocab_size = vocab_size\n", - " self.embed_dim = embed_dim\n", - " self.hidden_dim = hidden_dim\n", - " self.n_layers = n_layers\n", - " self.batch_size = batch_size\n", - " self.embedding = nn.Embedding(vocab_size, embed_dim)\n", - " self.gru = nn.GRU(embed_dim, hidden_dim, n_layers)\n", - " self.dropout = nn.Dropout(dropout)\n", - " self.linear = nn.Linear(self.hidden_dim, n_classes)\n", - " \n", - " def forward(self, source_sentence):\n", - " embedded = self.embedding(source_sentence)\n", - " init_h = self.init_hidden(self.batch_size) \n", - " _, hidden = self.gru(embedded, init_h)\n", - " self.dropout(hidden)\n", - " hidden = hidden.squeeze(0)\n", - " linear = self.linear(hidden)\n", - " return linear\n", - "\n", - " def init_hidden(self, batch_size):\n", - " hidden = Variable(torch.zeros(self.n_layers, batch_size, self.hidden_dim) )\n", - " return hidden" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "한 Batch 를 학습하는 함수 구현하기" - ] - }, - { - "cell_type": "code", - "execution_count": 183, - "metadata": {}, - "outputs": [], - "source": [ - "def train(model, optimizer, train_iter):\n", - " \"\"\"Train Model\"\"\"\n", - " #모델을 train 모드로 바꿔줌\n", - "# criterion = nn.BCEWithLogitsLoss()\n", - " model.train()\n", - " for b, batch in enumerate(train_iter):\n", - " #batch 속의 데이터와 레이블을 전에 정한 기기로 보내줍니다. \n", - " x, y = batch.text.to(device), batch.label.to(device)\n", - "\n", - " #레이블을 1,2 에서 1을 빼 0,1 값으로 바꿔줍니다.\n", - " y.data.sub_(1)\n", - " optimizer.zero_grad()\n", - "\n", - " x = Variable(x)\n", - " y = Variable(y)\n", - " \n", - " logit = model(x).squeeze()\n", - "\n", - " loss = F.cross_entropy(logit, y)\n", - " loss.backward()\n", - " optimizer.step()\n", - " print(\"loss at batch \",b, \" is \", loss.item() )# %d: %5.2f\",%(b, loss.item()) )\n", - "# batch 속의 100번째 데이터 마다 오차와 정확도를 출력합니다.\n", - " if b % 10 == 0:\n", - "# print(\"Training Loss at \", b, \": \", loss)\n", - " corrects = (torch.max(logit, 1)[1].view(y.size()).data == y.data).sum()\n", - " accuracy = 100.0 * corrects / batch.batch_size\n", - " sys.stdout.write(\n", - " '\\rBatch[%d] - loss: %.6f acc: %.4f (%d/%d)' % (\n", - " b, loss.item(), accuracy, corrects, batch.batch_size))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "모델 성능을 평가하는 함수 구현" - ] - }, - { - "cell_type": "code", - "execution_count": 182, - "metadata": {}, - "outputs": [], - "source": [ - "def evaluate(model, val_iter):\n", - " \"\"\"evaluate model\"\"\"\n", - " model.eval()\n", - " corrects, avg_loss = 0, 0\n", - " for batch in val_iter:\n", - " x, y = batch.text.to(device), batch.label.to(device)\n", - " y.data.sub_(1)\n", - " \n", - "\n", - " \n", - " logit = None\n", - " try:\n", - " logit = model(x)\n", - " except:\n", - " continue\n", - " loss = F.cross_entropy(logit, y, size_average=False)\n", - " avg_loss += loss.data[0]\n", - " corrects += (torch.max(logit, 1)\n", - " [1].view(y.size()).data == y.data).sum()\n", - " size = len(val_iter.dataset)\n", - " avg_loss = avg_loss / size\n", - " accuracy = 100.0 * corrects / size\n", - " return avg_loss, accuracy" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "모델 객체를 생성하고 학습시킵니다." - ] - }, - { - "cell_type": "code", - "execution_count": 163, - "metadata": { - "scrolled": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "loss at batch 0 is 0.5652493834495544\n", - "Batch[0] - loss: 0.565249 acc: 100.0000 (32/32)loss at batch 1 is 0.45410099625587463\n", - "loss at batch 2 is 0.5111140608787537\n", - "loss at batch 3 is 0.21587389707565308\n", - "loss at batch 4 is 0.21787601709365845\n", - "loss at batch 5 is 0.3344394862651825\n", - "loss at batch 6 is 0.21996352076530457\n", - "loss at batch 7 is 0.0859660655260086\n", - "loss at batch 8 is 0.26749616861343384\n", - "loss at batch 9 is 0.09539347141981125\n", - "loss at batch 10 is 0.08991160988807678\n", - "Batch[10] - loss: 0.089912 acc: 100.0000 (32/32)loss at batch 11 is 0.03961355239152908\n", - "loss at batch 12 is 0.11098809540271759\n", - "loss at batch 13 is 0.13442201912403107\n", - "loss at batch 14 is 0.0903748944401741\n", - "loss at batch 15 is 0.056058939546346664\n", - "loss at batch 16 is 0.030013248324394226\n", - "loss at batch 17 is 0.10722120106220245\n", - "loss at batch 18 is 0.10355749726295471\n", - 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"loss at batch 749 is 0.00021433619258459657\n", - "loss at batch 750 is 0.0002600318402983248\n", - "Batch[750] - loss: 0.000260 acc: 100.0000 (32/32)loss at batch 751 is 0.000392838817788288\n" - ] - } - ], - "source": [ - "model = BasicRNN(batch_size, vocab_size, 128, 256, n_classes) #(self, vocab_size, embed_dim, hidden_dim, n_classes, n_layers=1):\n", - "optimizer = torch.optim.Adam(model.parameters(), lr=lr)\n", - "models = []\n", - "for e in range(1, 2):\n", - " try:\n", - " train(model, optimizer, train_iter)\n", - " val_loss, val_accuracy = evaluate(model, val_iter)\n", - " except RuntimeError:\n", - " continue\n", - " \n", - " print(\"\\n[Epoch: %d] val_loss:%5.2f | acc:%5.2f\" % (e, val_loss, val_accuracy))\n", - " models.append((e,val_loss, val_accuracy, copy.deepcopy(model)))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Validation Accuracy 가 가장 큰 모델 저장하기" - ] - }, - { - "cell_type": "code", - "execution_count": 181, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/sangjunyum/anaconda/lib/python3.6/site-packages/torchtext-0.2.0-py3.6.egg/torchtext/data/field.py:310: UserWarning: volatile was removed and now has no effect. Use `with torch.no_grad():` instead.\n", - " return Variable(arr, volatile=not train)\n", - "/Users/sangjunyum/anaconda/lib/python3.6/site-packages/ipykernel/__main__.py:17: UserWarning: invalid index of a 0-dim tensor. This will be an error in PyTorch 0.5. Use tensor.item() to convert a 0-dim tensor to a Python number\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "tensor([[ 86, 88, 15, 10, 49, 2, 3, 10,\n", - " 10, 10, 46, 794, 3783, 5862, 16, 3,\n", - " 30, 191, 46, 10, 1780, 371, 760, 39,\n", - " 3, 10, 627, 48, 51, 9, 308, 4204],\n", - " [ 395, 448, 3, 7, 1246, 29859, 88, 20,\n", - " 7, 7, 788, 278, 4285, 6488, 1016, 1468,\n", - " 5, 3, 25, 7, 12, 20278, 10, 120,\n", - " 8795, 7, 4, 3, 10021, 418, 2, 0],\n", - " [ 111, 88, 196, 2, 1503, 1879, 24, 7,\n", - " 3, 168, 125, 5, 360, 3, 3847, 117,\n", - " 2, 5053, 37, 3, 17, 965, 105, 2,\n", - " 24, 3, 867, 1315, 51, 10, 1248, 0],\n", - " [ 84, 2019, 376, 745, 13388, 17, 8, 1828,\n", - " 495, 807, 62, 89, 17, 8660, 1555, 12,\n", - " 1517, 30, 26676, 56, 35, 9, 2274, 9927,\n", - " 11, 88, 424, 48, 7556, 587, 886, 20430],\n", - " [ 4, 3, 5, 20, 5, 2591, 83, 44,\n", - " 155, 2, 3, 17989, 5382, 15, 4743, 7,\n", - " 123, 5, 0, 139, 57, 142, 6, 187,\n", - " 386, 117, 31, 3, 1821, 5, 2, 1],\n", - 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"output_type": "stream", - "text": [ - "tensor([[ 9, 30, 2, ..., 35, 0, 15],\n", - " [ 200, 41, 27718, ..., 9, 30, 9],\n", - " [ 10, 6, 160, ..., 90, 5, 986],\n", - " ...,\n", - " [ 805, 6, 222, ..., 1, 1, 1],\n", - " [ 44, 28, 27718, ..., 1, 1, 1],\n", - " [ 4917, 0, 18573, ..., 1, 1, 1]]) tensor([ 0, 1, 1, 1, 0, 1, 1, 1, 1, 0, 0, 0, 0, 1,\n", - " 0, 0, 0, 1, 1, 1, 1, 1, 0, 0, 1, 0, 0, 1,\n", - " 1, 0, 1, 1])\n", - "tensor([[ 57, 9252, 9, ..., 144, 427, 10],\n", - " [ 44605, 14, 4202, ..., 54, 19, 14],\n", - " [ 16, 222, 11, ..., 3284, 2, 30],\n", - " ...,\n", - " [ 13, 5, 83, ..., 1, 1, 1],\n", - " [ 0, 2, 9370, ..., 1, 1, 1],\n", - " [ 31340, 0, 0, ..., 1, 1, 1]]) tensor([ 0, 1, 1, 1, 1, 0, 0, 0, 0, 1, 1, 1, 1, 1,\n", - " 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1,\n", - " 0, 0, 0, 0])\n", - "tensor([[ 2040, 1289, 850, ..., 9, 10, 1826],\n", - " [ 48, 0, 2405, ..., 39, 7, 106],\n", - " [ 113, 6891, 15, ..., 1742, 30, 2],\n", - " ...,\n", - " [ 23, 5, 1, ..., 1, 1, 1],\n", - " [ 11, 1317, 1, ..., 1, 1, 1],\n", - " [ 23519, 1, 1, ..., 1, 1, 1]]) tensor([ 0, 1, 0, 1, 1, 1, 1, 0, 1, 1, 0, 1, 0, 0,\n", - " 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 1, 1,\n", - " 1, 0, 0, 0])\n", - "tensor([[ 216, 149, 5794, ..., 1006, 2, 9],\n", - " [ 3, 8, 2405, ..., 17042, 17042, 365],\n", - " [ 2092, 2, 0, ..., 5, 5, 35460],\n", - " ...,\n", - " [ 47, 1, 1, ..., 1, 1, 1],\n", - " [ 5, 1, 1, ..., 1, 1, 1],\n", - " [ 1317, 1, 1, ..., 1, 1, 1]]) tensor([ 1, 1, 1, 1, 1, 1, 1, 0])\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/sangjunyum/anaconda/lib/python3.6/site-packages/ipykernel/__main__.py:5: DeprecationWarning: generator 'Iterator.__iter__' raised StopIteration\n" - ] - } - ], - "source": [ - "\n", - "val_loss, val_accuracy = evaluate(model, test_iter)" - ] - }, - { - "cell_type": "code", - "execution_count": 179, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "tensor(3.6658) tensor(49)\n" - ] - } - ], - "source": [ - "print(val_loss, val_accuracy)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "epoch_order = 0\n", - "best_val_accuracy = -1\n", - "best_val_loss = 0\n", - "\n", - "for copy_model in models:\n", - " if copy_model[2]> best_val_accuracy:\n", - " epoch_order = copy_model[0]\n", - " best_val_loss = copy_model[1]\n", - " best_val_accuracy = copy_model[2]\n", - " model = copy_model[3]" - ] - }, - { - "cell_type": "code", - "execution_count": 240, - "metadata": {}, - "outputs": [ - { - "ename": "SyntaxError", - "evalue": "invalid syntax (, line 2)", - "output_type": "error", - "traceback": [ - "\u001b[0;36m File \u001b[0;32m\"\"\u001b[0;36m, line \u001b[0;32m2\u001b[0m\n\u001b[0;31m print(\"Best Validation Loss: %5.2f | Best Validation Accuracy: %5.2f\", %())\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n" - ] - } - ], - "source": [ - "print(\"[!] saving model\")\n", - "print(\"Best Validation Loss: %5.2f | Best Validation Accuracy: %5.2f\", %())\n", - "if not os.path.isdir(\"snapshot\"):\n", - " os.makedirs(\"snapshot\")\n", - " torch.save(model.state_dict(), './snapshot/%d_convcnn.pt' % (epoch_order))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "input = torch.randn(3, 5, requires_grad=True)\n", - "target = torch.randint(5, (3,), dtype=torch.int64)\n", - "loss = F.cross_entropy(input, target)\n", - "print(input.shape)\n", - "print(target.shape)" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "46159\n" - ] - } - ], - "source": [ - "print(vocab_size)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.5.2" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/10-Generative-Adversarial-Networks/README.md b/09-Generative-Adversarial-Networks/README.md similarity index 100% rename from 10-Generative-Adversarial-Networks/README.md rename to 09-Generative-Adversarial-Networks/README.md diff --git a/11-DQN-Learns-From-Environment/1-cartpole-dqn.ipynb b/10-DQN-Learns-From-Environment/01-cartpole-dqn.ipynb similarity index 100% rename from 11-DQN-Learns-From-Environment/1-cartpole-dqn.ipynb rename to 10-DQN-Learns-From-Environment/01-cartpole-dqn.ipynb diff --git a/11-DQN-Learns-From-Environment/README.md b/10-DQN-Learns-From-Environment/README.md similarity index 100% rename from 11-DQN-Learns-From-Environment/README.md rename to 10-DQN-Learns-From-Environment/README.md diff --git a/12-A2C-Self-Driving/README.md b/11-A2C-Self-Driving/README.md similarity index 100% rename from 12-A2C-Self-Driving/README.md rename to 11-A2C-Self-Driving/README.md diff --git a/README.md b/README.md index 9b46727..8648840 100644 --- a/README.md +++ b/README.md @@ -26,7 +26,7 @@ * [개념] [Fashion MNIST 데이터셋 설명](04-Neural-Network-For-Fashion/01-fasion-mnist.ipynb) * [프로젝트 1] [Fashion MNIST 학습하기](04-Neural-Network-For-Fashion/02-neural-network.ipynb) * [팁] 성능 측정법 알아보기 (Train/Validation/Test) - * [프로젝트 2] [오버피팅과 정규화](04-Neural-Network-For-Fashion/02-overfitting-and-regularization.ipynb) + * [프로젝트 2] [오버피팅과 정규화](04-Neural-Network-For-Fashion/03-overfitting-and-regularization.ipynb) * 더 보기 5. [이미지 인식능력이 탁월한 CNN](05-CNN-For-Image-Classification) * [개념] CNN 기초 @@ -34,39 +34,32 @@ * [프로젝트 2] [컬러 데이터셋에 적용하기](05-CNN-For-Image-Classification/02-cifar-cnn.ipynb) * [팁] [토치비전으로 복잡한 모델 사용하기](05-CNN-For-Image-Classification/03-torcivision-models.ipynb) * 더 보기 -6. [신경망 깊게 쌓아보기](06-Getting-Deeper) - CNN의 발전사와 함께 발전된 형태의 모델들을 알아봅니다. - * [개념] 복잡한 CNN모델들 - * [개념 or 프로젝트] Alexnet - * [개념 or 프로젝트] Residual Networks (ResNet) - * [개념 or 프로젝트] Inception - * [프로젝트] High Level API 사용법 익히기 - * 더 보기 -7. [사람의 지도 없이 학습하는 Autoencoder](07-Autoencoder) - 레이블이 없는 상태서 특징추출을 하는 오토인코더에 대해 배워봅니다. +6. [사람의 지도 없이 학습하는 Autoencoder](06-Autoencoder) - 레이블이 없는 상태서 특징추출을 하는 오토인코더에 대해 배워봅니다. * [개념] 오토인코더 기초 - * [프로젝트 1] 오토인코더로 이미지의 특징을 압축해보기 + * [프로젝트 1] [오토인코더로 이미지의 특징을 압축해보기](06-Autoencoder/01-autoencoder.ipynb) * [프로젝트 2] Latent 공간 탐험하기 * 더 보기 -8. [순차적인 데이터를 처리하는 RNN](08-RNN-For-Sequential-Data) - RNN을 활용하여 영화 리뷰 감정 분석과 기계번역을 해봅니다 +7. [순차적인 데이터를 처리하는 RNN](07-RNN-For-Sequential-Data) - RNN을 활용하여 영화 리뷰 감정 분석과 기계번역을 해봅니다 * [개념] RNN 기초 - * [프로젝트 1] 영화 리뷰 감정 분석 - * [프로젝트 2] Seq2Seq 기계 번역 + * [프로젝트 1] [영화 리뷰 감정 분석](07-RNN-For-Sequential-Data/01-text-classification.ipynb) + * [프로젝트 2] [Seq2Seq 기계 번역](07-RNN-For-Sequential-Data/02-sequence-to-sequence.ipynb) * 더 보기 -9. [딥러닝 해킹하기](09-Hacking-Deep-Learning) - Adversarial Attack +8. [딥러닝 해킹하기](08-Hacking-Deep-Learning) - Adversarial Attack * [개념] Adversarial Attack 이란? - * [프로젝트 1] FGSM 공격 - * [프로젝트 2] 타겟을 정해 공격하기 + * [프로젝트 1] [FGSM 공격](08-Hacking-Deep-Learning/01-fgsm-attack.ipynb) + * [프로젝트 2] [타겟을 정해 공격하기](08-Hacking-Deep-Learning/02-iterative-target-attack.ipynb) * 더 보기 -10. [경쟁을 통해 성장하는 GAN](10-Generative-Adversarial-Networks) - GAN을 이용하여 새로운 패션 아이템을 만들어봅니다. +9. [경쟁을 통해 성장하는 GAN](09-Generative-Adversarial-Networks) - GAN을 이용하여 새로운 패션 아이템을 만들어봅니다. * [개념] GAN 기초 * [프로젝트 1] GAN으로 새로운 패션아이템 생성하기 * [프로젝트 2] Conditional GAN으로 생성 컨트롤하기 * 더 보기 -11. [주어진 환경과 상호작용을 통해 성장하는 DQN](11-DQN-Learns-From-Environment) - 간단한 게임환경 안에서 스스로 성장하는 DQN 에이전트를 만들어봅니다. +10. [주어진 환경과 상호작용을 통해 성장하는 DQN](10-DQN-Learns-From-Environment) - 간단한 게임환경 안에서 스스로 성장하는 DQN 에이전트를 만들어봅니다. * [개념] 강화학습과 DQN기초 * [팁] OpenAI Gym - * [프로젝트 1] 카트폴 게임 마스터하기 + * [프로젝트 1] [카트폴 게임 마스터하기](10-DQN-Learns-From-Environment/01-cartpole-dqn.ipynb) * 더 보기 -12. [A2C로 간단한 자율주행 해보기](12-A2C-Self-Driving) - A2C알고리즘을 활용하여 간단한 자율주행차를 만들어봅니다. +11. [간단한 자율주행 해보기](11-A2C-Self-Driving) - A2C알고리즘을 활용하여 간단한 자율주행차를 만들어봅니다. * [개념] 자율주행차란? * [팁] 자율주행 시뮬레이터 소개 * [팁] 설치와 환경설정