Perceptron_Summer_II_2018-master.zip （72个子文件） 
Perceptron_Summer_II_2018-master 
.gitignore 21B class_16 TextGen.ipynb 14KB .ipynb_checkpoints SeqLSTM-checkpoint.ipynb 57KB TextGen-checkpoint.ipynb 14KB SeqLSTM.py 5KB SeqLSTM.ipynb 57KB class_17 .ipynb_checkpoints Simple_Q_RL-checkpoint.ipynb 148KB Simple_Q_RL.ipynb 148KB assignments 
python_assignment.pdf 30KB class_18 .ipynb_checkpoints Deep_Dream-checkpoint.ipynb 929KB Deep_Dream.ipynb 1.22MB class_05 .ipynb_checkpoints Clustering-checkpoint.ipynb 94KB Clustering.ipynb 94KB Untitled.ipynb 485KB test.py 2KB
image.png 119KB class_07 .ipynb_checkpoints PCA-checkpoint.ipynb 484KB PCA.ipynb 483KB class_10 .ipynb_checkpoints pytorch_intro-checkpoint.ipynb 45KB Networks-checkpoint.ipynb 2KB Regression-checkpoint.ipynb 34KB NeuralNet-checkpoint.ipynb 44KB NeuralNet.ipynb 51KB Regression.ipynb 34KB Networks.ipynb 2KB pytorch_intro.ipynb 45KB class_02 .ipynb_checkpoints Untitled-checkpoint.ipynb 72B Libraries and Statistical Computation-checkpoint.ipynb 307KB Libraries and Statistical Computation.ipynb 307KB Untitled.ipynb 582B class_12 .ipynb_checkpoints Dropout-checkpoint.ipynb 385KB Dropout.ipynb 385KB README.md 957B class_14 .ipynb_checkpoints rnn-checkpoint.ipynb 334KB text_gen_lstm-checkpoint.ipynb 7KB rnn.ipynb 278KB class_03 .ipynb_checkpoints KNN-checkpoint.ipynb 79KB KNN.ipynb 79KB class_08 .ipynb_checkpoints data_generate-checkpoint.ipynb 48KB LogisticRegression-checkpoint.ipynb 110KB LinearRegression-checkpoint.ipynb 5KB LinearRegression.ipynb 114KB LogisticRegression.ipynb 110KB data_generate.ipynb 59KB class_15 .ipynb_checkpoints TrainSimpleW2V-checkpoint.ipynb 20KB SimpleWordVectors-checkpoint.ipynb 2KB GeneticAlgo-checkpoint.ipynb 25KB SimpleWordVectors.ipynb 2KB TrainSimpleW2V.ipynb 20KB GeneticAlgo.ipynb 26KB class_13 Attention.ipynb 32KB .ipynb_checkpoints Attention-checkpoint.ipynb 32KB MarkovChains_Simple-checkpoint.ipynb 31KB MarkovChains_Simple.ipynb 31KB
input.txt 3.23MB trump_tw.csv 12.32MB class_11 Simple_Convolution.ipynb 285KB .ipynb_checkpoints Basic_AutoEncoder-checkpoint.ipynb 4KB CNN-checkpoint.ipynb 62KB Simple_Convolution-checkpoint.ipynb 285KB Conv_AE-checkpoint.ipynb 66KB optimizers.pdf 316KB Conv_AE.ipynb 119KB Basic_AutoEncoder.ipynb 4KB CNN.ipynb 62KB class_06 .ipynb_checkpoints DecisionTrees-checkpoint.ipynb 62KB Color_Quantization-checkpoint.ipynb 438KB DecisionTrees.ipynb 62KB Color_Quantization.ipynb 438KB class_09 .ipynb_checkpoints NN-checkpoint.ipynb 56KB pytorch intro-checkpoint.ipynb 9KB nn_numpy.py 3KB
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