├── DeepLearning101 ├── AutoEncoder_MNIST.ipynb ├── CNN예제.ipynb ├── Chatbot_seq2seq-attn-model-dot.ipynb ├── Chatbot_seq2seq.ipynb ├── DCGAN예제.ipynb ├── LSTM예제.ipynb ├── Simple Transformer v1.ipynb ├── VAE예제.ipynb ├── VanillaRNN.ipynb ├── dataset │ ├── chatbot_dataset.txt │ └── vocab.pkl ├── models │ ├── decoder_tmp.pth │ ├── encoder_tmp.pth │ └── simple_transformer_v7_new_final │ │ ├── a.txt │ │ ├── simple_transformer_v7_new.pth │ │ └── vocab_simple_transformer_v7_new.pkl └── stochastic_gradient_descent.ipynb ├── LICENSE ├── LectureNote ├── 1.인공신경망소개1.pdf ├── 11.SOM.pdf ├── 2.인공신경망소개2.pdf ├── 5.퍼셉트론의 한계 및 다층신경망.pdf ├── 6.시그모이드활성화함수.pdf ├── 7.활성화함수가족들.pdf ├── 8.경사하강법.pdf ├── 9.역전파알고리즘-수정본.pdf ├── [DeepLearning101] 1.CNN.pdf ├── [DeepLearning101] 11.GAN.pdf ├── [DeepLearning101] 13.Softmax_CrossEntropy.pdf ├── [DeepLearning101] 14.L1L2Regularization.pdf ├── [DeepLearning101] 15.Word2Vec.pdf ├── [DeepLearning101] 16.KLDivergence.pdf ├── [DeepLearning101] 17.seq2seq.pdf ├── [DeepLearning101] 19.Seq2seq+attention.pdf ├── [DeepLearning101] 21.트랜스포머를 알아보자.pdf ├── [DeepLearning101] 23.VAE를 알아보자.pdf ├── [DeepLearning101] 25.ResNet.pdf ├── [DeepLearning101] 3.RNN.pdf ├── [DeepLearning101] 5.LSTM.pdf ├── [DeepLearning101] 7.크로스엔트로피손실함수.pdf ├── [DeepLearning101] 8.확률적경사하강법.pdf ├── [DeepLearning101] 9.오토인코더.pdf └── [인공지능을위한머신러닝101] 1.머신러닝을 위한 기초통계개념.pdf ├── README.md ├── images ├── logo.png └── new_logo.png ├── requirements.txt └── 인공신경망기초 ├── Perceptron_v1.ipynb ├── SOM.ipynb └── multilayer_Perceptron.ipynb /DeepLearning101/AutoEncoder_MNIST.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/DeepLearning101/AutoEncoder_MNIST.ipynb -------------------------------------------------------------------------------- /DeepLearning101/CNN예제.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/DeepLearning101/CNN예제.ipynb -------------------------------------------------------------------------------- /DeepLearning101/Chatbot_seq2seq-attn-model-dot.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/DeepLearning101/Chatbot_seq2seq-attn-model-dot.ipynb -------------------------------------------------------------------------------- /DeepLearning101/Chatbot_seq2seq.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/DeepLearning101/Chatbot_seq2seq.ipynb -------------------------------------------------------------------------------- /DeepLearning101/DCGAN예제.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/DeepLearning101/DCGAN예제.ipynb -------------------------------------------------------------------------------- /DeepLearning101/LSTM예제.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/DeepLearning101/LSTM예제.ipynb -------------------------------------------------------------------------------- /DeepLearning101/Simple Transformer v1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/DeepLearning101/Simple Transformer v1.ipynb -------------------------------------------------------------------------------- /DeepLearning101/VAE예제.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/DeepLearning101/VAE예제.ipynb -------------------------------------------------------------------------------- /DeepLearning101/VanillaRNN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/DeepLearning101/VanillaRNN.ipynb -------------------------------------------------------------------------------- /DeepLearning101/dataset/chatbot_dataset.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/DeepLearning101/dataset/chatbot_dataset.txt -------------------------------------------------------------------------------- /DeepLearning101/dataset/vocab.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/DeepLearning101/dataset/vocab.pkl -------------------------------------------------------------------------------- /DeepLearning101/models/decoder_tmp.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/DeepLearning101/models/decoder_tmp.pth -------------------------------------------------------------------------------- /DeepLearning101/models/encoder_tmp.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/DeepLearning101/models/encoder_tmp.pth -------------------------------------------------------------------------------- /DeepLearning101/models/simple_transformer_v7_new_final/a.txt: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /DeepLearning101/models/simple_transformer_v7_new_final/simple_transformer_v7_new.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/DeepLearning101/models/simple_transformer_v7_new_final/simple_transformer_v7_new.pth -------------------------------------------------------------------------------- /DeepLearning101/models/simple_transformer_v7_new_final/vocab_simple_transformer_v7_new.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/DeepLearning101/models/simple_transformer_v7_new_final/vocab_simple_transformer_v7_new.pkl -------------------------------------------------------------------------------- /DeepLearning101/stochastic_gradient_descent.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/DeepLearning101/stochastic_gradient_descent.ipynb -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LICENSE -------------------------------------------------------------------------------- /LectureNote/1.인공신경망소개1.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/1.인공신경망소개1.pdf -------------------------------------------------------------------------------- /LectureNote/11.SOM.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/11.SOM.pdf -------------------------------------------------------------------------------- /LectureNote/2.인공신경망소개2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/2.인공신경망소개2.pdf -------------------------------------------------------------------------------- /LectureNote/5.퍼셉트론의 한계 및 다층신경망.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/5.퍼셉트론의 한계 및 다층신경망.pdf -------------------------------------------------------------------------------- /LectureNote/6.시그모이드활성화함수.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/6.시그모이드활성화함수.pdf -------------------------------------------------------------------------------- /LectureNote/7.활성화함수가족들.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/7.활성화함수가족들.pdf -------------------------------------------------------------------------------- /LectureNote/8.경사하강법.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/8.경사하강법.pdf -------------------------------------------------------------------------------- /LectureNote/9.역전파알고리즘-수정본.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/9.역전파알고리즘-수정본.pdf -------------------------------------------------------------------------------- /LectureNote/[DeepLearning101] 1.CNN.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/[DeepLearning101] 1.CNN.pdf -------------------------------------------------------------------------------- /LectureNote/[DeepLearning101] 11.GAN.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/[DeepLearning101] 11.GAN.pdf -------------------------------------------------------------------------------- /LectureNote/[DeepLearning101] 13.Softmax_CrossEntropy.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/[DeepLearning101] 13.Softmax_CrossEntropy.pdf -------------------------------------------------------------------------------- /LectureNote/[DeepLearning101] 14.L1L2Regularization.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/[DeepLearning101] 14.L1L2Regularization.pdf -------------------------------------------------------------------------------- /LectureNote/[DeepLearning101] 15.Word2Vec.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/[DeepLearning101] 15.Word2Vec.pdf -------------------------------------------------------------------------------- /LectureNote/[DeepLearning101] 16.KLDivergence.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/[DeepLearning101] 16.KLDivergence.pdf -------------------------------------------------------------------------------- /LectureNote/[DeepLearning101] 17.seq2seq.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/[DeepLearning101] 17.seq2seq.pdf -------------------------------------------------------------------------------- /LectureNote/[DeepLearning101] 19.Seq2seq+attention.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/[DeepLearning101] 19.Seq2seq+attention.pdf -------------------------------------------------------------------------------- /LectureNote/[DeepLearning101] 21.트랜스포머를 알아보자.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/[DeepLearning101] 21.트랜스포머를 알아보자.pdf -------------------------------------------------------------------------------- /LectureNote/[DeepLearning101] 23.VAE를 알아보자.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/[DeepLearning101] 23.VAE를 알아보자.pdf -------------------------------------------------------------------------------- /LectureNote/[DeepLearning101] 25.ResNet.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/[DeepLearning101] 25.ResNet.pdf -------------------------------------------------------------------------------- /LectureNote/[DeepLearning101] 3.RNN.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/[DeepLearning101] 3.RNN.pdf -------------------------------------------------------------------------------- /LectureNote/[DeepLearning101] 5.LSTM.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/[DeepLearning101] 5.LSTM.pdf -------------------------------------------------------------------------------- /LectureNote/[DeepLearning101] 7.크로스엔트로피손실함수.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/[DeepLearning101] 7.크로스엔트로피손실함수.pdf -------------------------------------------------------------------------------- /LectureNote/[DeepLearning101] 8.확률적경사하강법.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/[DeepLearning101] 8.확률적경사하강법.pdf -------------------------------------------------------------------------------- /LectureNote/[DeepLearning101] 9.오토인코더.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/[DeepLearning101] 9.오토인코더.pdf -------------------------------------------------------------------------------- /LectureNote/[인공지능을위한머신러닝101] 1.머신러닝을 위한 기초통계개념.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/LectureNote/[인공지능을위한머신러닝101] 1.머신러닝을 위한 기초통계개념.pdf -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/README.md -------------------------------------------------------------------------------- /images/logo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/images/logo.png -------------------------------------------------------------------------------- /images/new_logo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/images/new_logo.png -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/requirements.txt -------------------------------------------------------------------------------- /인공신경망기초/Perceptron_v1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/인공신경망기초/Perceptron_v1.ipynb -------------------------------------------------------------------------------- /인공신경망기초/SOM.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/인공신경망기초/SOM.ipynb -------------------------------------------------------------------------------- /인공신경망기초/multilayer_Perceptron.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/phdshinai/ANN_DL101/HEAD/인공신경망기초/multilayer_Perceptron.ipynb --------------------------------------------------------------------------------