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)

Name		Name	Last commit message	Last commit date
Latest commit Nikolaos Dionelis Add files via upload Mar 27, 2020 51e338c · Mar 27, 2020 History 235 Commits
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		Graph_Image.png
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		cancer_data.csv
creditcard.csv		creditcard.csv
dataset_cryptocurrency.csv		dataset_cryptocurrency.csv
lyrics.rtf		lyrics.rtf
myExternal.zip		myExternal.zip
program10_PCA.py		program10_PCA.py
program11_PCA_Kmeans.py		program11_PCA_Kmeans.py
program12_GAN.py		program12_GAN.py
program13_GAN_Images.py		program13_GAN_Images.py
program14_Speech.py		program14_Speech.py
program15_Keras_NN.py		program15_Keras_NN.py
program16_Datasets.py		program16_Datasets.py
program17_Keras_NN.py		program17_Keras_NN.py
program18_Keras_CNN.py		program18_Keras_CNN.py
program19_CNN.py		program19_CNN.py
program1_Torch.py		program1_Torch.py
program20_LSTM.py		program20_LSTM.py
program21_RNN.py		program21_RNN.py
program22_LSTM_RNN.py		program22_LSTM_RNN.py
program23_TimeSeries.py		program23_TimeSeries.py
program24_Speech_Librosa.py		program24_Speech_Librosa.py
program25_Algorithms.py		program25_Algorithms.py
program26_Algorithms2.py		program26_Algorithms2.py
program27_Datasets.py		program27_Datasets.py
program28_Data_Datasets.py		program28_Data_Datasets.py
program29_GANs_Datasets.py		program29_GANs_Datasets.py
program2_LinearModel.py		program2_LinearModel.py
program30_Generative_GANs.py		program30_Generative_GANs.py
program31_DL_Models.py		program31_DL_Models.py
program32_ML_CIFAR10.py		program32_ML_CIFAR10.py
program33_GMs_STL10.py		program33_GMs_STL10.py
program34_GMs_GANs.py		program34_GMs_GANs.py
program35_TrainTest.py		program35_TrainTest.py
program36_TrainingData.py		program36_TrainingData.py
program37_TrainingModels.py		program37_TrainingModels.py
program38_DataDatasets.py		program38_DataDatasets.py
program39_DataAndGANs.py		program39_DataAndGANs.py
program3_NN.py		program3_NN.py
program40_NewData.py		program40_NewData.py
program41_TrainData.py		program41_TrainData.py
program42_TrainGANs.py		program42_TrainGANs.py
program43_CodeGANs.py		program43_CodeGANs.py
program44_BackpropGANs.py		program44_BackpropGANs.py
program45_SGD_GANs.py		program45_SGD_GANs.py
program4_LinearModel.py		program4_LinearModel.py
program5_LogisticRegression.py		program5_LogisticRegression.py
program6_LogisticRegression.py		program6_LogisticRegression.py
program7_NN.py		program7_NN.py
program8_NN.py		program8_NN.py
program9_RNN.py		program9_RNN.py

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