decart_deep_learning_nlp_2018
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2021-04-28
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decart_deep_learning_nlp_2018 （113个子文件） 
.DS_Store 6KB
learning.gif 6.31MB cnn10.gif 123KB cnn11.gif 38KB .gitignore 1KB
train-images-idx3-ubyte.gz 9.45MB t10k-images-idx3-ubyte.gz 1.57MB train-labels-idx1-ubyte.gz 28KB t10k-labels-idx1-ubyte.gz 4KB 7 - Word Embeddings.ipynb 9.31MB 12 - Sentiment Analysis with Pre-trained Embeddings.ipynb 467KB 13 - Sentiment Analysis with Pre-trained GloVe Embeddings.ipynb 466KB 10 - Sentiment Analysis with Trained Embeddings.ipynb 466KB CNNs3 - CNNs for Text Classification.ipynb 34KB 4 - Fully Connected Deeper Networks.ipynb 29KB 3 - Fully Connected Networks.ipynb 27KB CNNs1 - Cats vs Dogs From Scratch.ipynb 26KB CNNs2 - Cats vs Dogs with a Pretrained Model.ipynb 13KB 1 - Introduction to Neural Networks.ipynb 12KB 6 - Build Pneumonia Vocabulary.ipynb 10KB 2 - Neural Networks Hello World.ipynb 10KB 14 - Recurrent Neural Networks.ipynb 7KB 9 - Create Movie Review Vocabulary.ipynb 6KB 11 - Pre-train Sentiment Word Embeddings.ipynb 5KB 8 - Convolutional neural network.ipynb 4KB 5 - Exploration Tensorflow Playground.ipynb 1KB cnn_sentence.jpeg 7KB ReLU.jpeg 7KB max_pooling.jpeg 7KB fully_connected.jpeg 6KB
two-layer-nn.jpg 106KB rnn1.jpg 43KB memory.jpg 42KB cnn8.jpg 28KB README.md 1KB
RNN.pdf 828KB pna-corpus.pkl 24.09MB differential-corpus.pkl 2.8MB history_cats_vs_dogs.pkl 6KB history_pretrained.pkl 1KB history_pretrained_emb.pkl 1KB imdb_history.pkl 1KB
convolution_text.png 361KB softmax-regression-scalargraph.png 280KB gd.png 225KB rnn4.png 224KB softmax-weights.png 221KB rnn2.png 203KB sentence_input.png 202KB max_pooling_text.png 200KB cnn7.png 189KB rnn3.png 177KB cnn1.png 169KB ReLU.png 158KB dropout.png 156KB activation.png 141KB softmax-regression-vectorequation.png 132KB biological-nn2.png 124KB skip_gram_net_arch.png 121KB CBOW.png 116KB w2v-contexts.png 115KB linear-separable.png 115KB Skip-Gram.png 109KB biological-nn1.png 94KB cnn13.png 93KB word2vec.png 91KB fully-connected.png 87KB cnn9.png 85KB cnn2.png 80KB Overfitting.png 78KB rnn12.png 78KB rnn10.png 78KB RMSProp.png 77KB perceptron.png 75KB output.png 69KB overall.png 68KB rnn11.png 67KB xor.png 66KB mnist-train-xs.png 65KB topology.png 64KB rnn8.png 64KB bp5.png 55KB mlp_mnist.png 53KB rnn6.png 51KB cnn4.png 49KB gd-learning.png 49KB cnn12.png 39KB cnn5.png 37KB sigmoid-function.png 34KB gradient-descent.png 34KB biological-nn3.png 31KB basic-nn.png 28KB AlexNet-CNN-architecture-layers.png 27KB cnn3.png 27KB cross_entropy.png 22KB cnn6.png 18KB MNIST-Matrix.png 17KB nn.png 17KB MNIST.png 16KB mnist-train-ys.png 14KB共 113 条
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