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external
external
 
 
mnist
mnist
 
 
myExternal
myExternal
 
 
GANomaly_image.png
GANomaly_image.png
 
 
GANomaly_image2.png
GANomaly_image2.png
 
 
GANs Presentation.pdf
GANs Presentation.pdf
 
 
Graph_Image.png
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Iris.csv
Iris.csv
 
 
Nikolaos Dionelis CV.pdf
Nikolaos Dionelis CV.pdf
 
 
Nikolaos_Dionelis_CV.pdf
Nikolaos_Dionelis_CV.pdf
 
 
Nikolaos_Dionelis_MEng_Transcript.pdf
Nikolaos_Dionelis_MEng_Transcript.pdf
 
 
Nikolaos_Dionelis_Resume.pdf
Nikolaos_Dionelis_Resume.pdf
 
 
Presentation on GANs.pdf
Presentation on GANs.pdf
 
 
Presentation on the WGAN.pdf
Presentation on the WGAN.pdf
 
 
README.md
README.md
 
 
cancer_data.csv
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creditcard.csv
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dataset_cryptocurrency.csv
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lyrics.rtf
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myExternal.zip
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program10_PCA.py
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program11_PCA_Kmeans.py
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program12_GAN.py
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program13_GAN_Images.py
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program14_Speech.py
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program15_Keras_NN.py
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program16_Datasets.py
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program17_Keras_NN.py
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program18_Keras_CNN.py
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program19_CNN.py
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program1_Torch.py
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program20_LSTM.py
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program21_RNN.py
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program22_LSTM_RNN.py
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program23_TimeSeries.py
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program24_Speech_Librosa.py
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program25_Algorithms.py
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program26_Algorithms2.py
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program27_Datasets.py
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program28_Data_Datasets.py
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program29_GANs_Datasets.py
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program2_LinearModel.py
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program30_Generative_GANs.py
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program31_DL_Models.py
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program32_ML_CIFAR10.py
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program33_GMs_STL10.py
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program34_GMs_GANs.py
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program35_TrainTest.py
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program36_TrainingData.py
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program37_TrainingModels.py
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program38_DataDatasets.py
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program39_DataAndGANs.py
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program3_NN.py
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program40_NewData.py
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program41_TrainData.py
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program42_TrainGANs.py
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program43_CodeGANs.py
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program44_BackpropGANs.py
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program45_SGD_GANs.py
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program4_LinearModel.py
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program6_LogisticRegression.py
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program7_NN.py
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program8_NN.py
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program9_RNN.py
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PythonProgramming

Python Programming using the PyCharm integrated development environment (IDE).

PyTorch and Keras (i.e. Keras with TensorFlow).

Neural Networks (NNs) with either PyTorch or Keras.

Author: Nikolaos Dionelis

Nikolaos Dionelis

https://www.commsp.ee.ic.ac.uk/~sap/people-nikolaos-dionelis/

http://sites.google.com/site/nikolaosdionelis/

https://uk.linkedin.com/in/nikolaos-dionelis-60688279

For TensorFlow, the best site is: (www.github.com/BinRoot/TensorFlow-Book)

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