Repo-2017：使用Keras和Theano进行机器学习，NLP，深度学习和强化学习中的Python代码 （123个子文件） 
1 - DATA for models 4KB Anomaly Detection Time Series 777B Attention in Deep Learning 5KB Autoencoder Dimensionality 4KB Autoencoder Freeze Layer 4KB Collaborative Filtering 1KB Competition Code May 20 6KB Competition Code May 21 Gini 5KB Competition Code May 22 SVR 5KB Convolutional NN Lasagne 2KB DadosTeseLogit.csv 13KB Data Augumentation Folder 3KB Deep Residual Learning 5KB Denoising Autoencoder VAE 4KB Denoising Autoencoders 4KB Ensembled Machine Learning 4KB Face Recognition Autoencoder 3KB GAN Generative Adversarial 0 5KB GAN Generative Adversarial 1 5KB GAN Generative Adversarial 2 5KB GAN Generative Adversarial 3 8KB GAN Siamese Autoencoders 7KB .gitignore 9B GloVe Model 3KB Gradient Boosting 2KB Hyperparameter Tuning RL 7KB
VAE+DAE.jpg 159KB Big Data Machine Learning.jpg 141KB Machine Learning Evaluation.jpg 138KB PROBABILITY.jpg 130KB Autoencoders.NN.jpg 130KB NN.24.Adjust.jpg 128KB Statistics.MachineLearning.AI.jpg 119KB GENSIM_Word2Vec.jpg 118KB Backpropagation.ME.jpg 109KB RESNET_Me.jpg 108KB Variable.Selection.jpg 103KB HiddenLayers.jpg 102KB logisticNN.jpg 94KB GradientDescent.jpg 85KB Neural Networks Formulas.jpg 76KB RESNET.jpg 58KB K-Means Clustering 882B Keras Freeze Layer + Weights 3KB Keras Regularization L2 2KB Lasagne Neural Net + Regression 4KB Lasagne Neural Net + Weights 4KB LeNet for MNIST Data 2KB README.md 9KB Readme.md 239B Mixture Model for IRIS 1KB Mixture of Gaussians 1KB Multinomial Regression 763B Neural Network Architecture 4KB Neural Networks for Regression 9KB Neural Networks IRIS Highway 2KB NLP DOC2VEC 3KB NLP TF-IDF 1KB NLP WORD2VEC 1KB NLP + Naive Bayes Classifier 6KB NLP Anger Analysis 9KB NLP Consumer Complaint 7KB NLP Convolutional Text 4KB NLP Dendrogram Topics 9KB NLP Doc2Vec 5KB NLP Document Classification 5KB NLP Facebook Analysis 7KB NLP Facebook Scrap 2KB NLP Latent Dirichlet Allocation 7KB NLP Semantic + Deep Learning 5KB NLP Sentiment Analysis 760 16KB NLP Sentiment Positive 3KB NLP Twitter Analysis ID # 8KB NLP Twitter Scrap 586B NLP Twitter Streaming 9KB NLP Twitter Streaming Mood 9KB NLP Wikipedia Summarization 4KB NLP Word Frequency 2KB NLP Word2Vec Portugu坰 2KB Object Tracking OpenCV 742B Overfitting 964B Parallel Neural Network Merge 2KB
EQUATIONS.FINAL.16.OK.pdf 22.47MB EQUATIONS.FINAL.15.OK.pdf 22.09MB Plot Layers Keras 4KB
OPENCV_PYTHON.png 1.03MB t_SNE_Lk.png 136KB SOCIAL_NETWORK_PYTHON.png 132KB Natural.Language.Processing.Dirichlet.png 108KB Doc2Vec.png 80KB ARIMA.10Period.png 45KB Ensembled.MachineLearning.png 32KB Autoencoder for Audio.py 3KB Web-scrap.py 1KB REAL-TIME Streaming Analysis 8KB REAL-TIME Twitter Analysis 8KB RESNET 2 + Highway Layer 3KB RESNET 2 Branches 3KB ROC Curve Multiclass 2KB Russian House Prediction 6KB共 123 条
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