├── .gitignore ├── CONTRIBUTORS.rst ├── LICENSE.rst ├── README.rst ├── docs ├── Makefile ├── _modules │ ├── index.html │ └── rfml │ │ ├── data │ │ ├── converters │ │ │ └── rml_2016.html │ │ ├── dataset.html │ │ ├── dataset_builder.html │ │ ├── encoder.html │ │ └── factory.html │ │ ├── nbutils │ │ └── plot.html │ │ ├── nn │ │ ├── F │ │ │ ├── energy.html │ │ │ └── evm.html │ │ ├── eval │ │ │ ├── accuracy.html │ │ │ └── confusion.html │ │ ├── layers │ │ │ ├── flatten.html │ │ │ └── power_normalization.html │ │ ├── model │ │ │ ├── base.html │ │ │ ├── cldnn.html │ │ │ ├── cnn.html │ │ │ └── factory.html │ │ └── train │ │ │ ├── factory.html │ │ │ ├── printing_training_listener.html │ │ │ ├── standard.html │ │ │ └── training_listener.html │ │ └── ptradio │ │ ├── awgn.html │ │ ├── cfo.html │ │ ├── constellation.html │ │ ├── downsample.html │ │ ├── modem.html │ │ ├── rrc.html │ │ ├── slicer.html │ │ └── upsample.html ├── _sources │ ├── data.rst.txt │ ├── index.rst.txt │ ├── nbutils.rst.txt │ ├── nn.rst.txt │ └── ptradio.rst.txt ├── _static │ ├── basic.css │ ├── css │ │ ├── badge_only.css │ │ └── theme.css │ ├── doctools.js │ ├── documentation_options.js │ ├── file.png │ ├── fonts │ │ ├── Inconsolata-Bold.ttf │ │ ├── Inconsolata-Regular.ttf │ │ ├── Inconsolata.ttf │ │ ├── Lato-Bold.ttf │ │ ├── Lato-Regular.ttf │ │ ├── Lato │ │ │ ├── lato-bold.eot │ │ │ ├── lato-bold.ttf │ │ │ ├── lato-bold.woff │ │ │ ├── lato-bold.woff2 │ │ │ ├── lato-bolditalic.eot │ │ │ ├── lato-bolditalic.ttf │ │ │ ├── lato-bolditalic.woff │ │ │ ├── lato-bolditalic.woff2 │ │ │ ├── lato-italic.eot │ │ │ ├── lato-italic.ttf │ │ │ ├── lato-italic.woff │ │ │ ├── lato-italic.woff2 │ │ │ ├── lato-regular.eot │ │ │ ├── lato-regular.ttf │ │ │ ├── lato-regular.woff │ │ │ └── lato-regular.woff2 │ │ ├── RobotoSlab-Bold.ttf │ │ ├── RobotoSlab-Regular.ttf │ │ ├── RobotoSlab │ │ │ ├── roboto-slab-v7-bold.eot │ │ │ ├── roboto-slab-v7-bold.ttf │ │ │ ├── roboto-slab-v7-bold.woff │ │ │ ├── roboto-slab-v7-bold.woff2 │ │ │ ├── roboto-slab-v7-regular.eot │ │ │ ├── roboto-slab-v7-regular.ttf │ │ │ ├── roboto-slab-v7-regular.woff │ │ │ └── roboto-slab-v7-regular.woff2 │ │ ├── fontawesome-webfont.eot │ │ ├── fontawesome-webfont.svg │ │ ├── fontawesome-webfont.ttf │ │ ├── fontawesome-webfont.woff │ │ └── fontawesome-webfont.woff2 │ ├── jquery-3.4.1.js │ ├── jquery.js │ ├── js │ │ ├── modernizr.min.js │ │ └── theme.js │ ├── language_data.js │ ├── minus.png │ ├── plus.png │ ├── pygments.css │ ├── searchtools.js │ ├── underscore-1.3.1.js │ └── underscore.js ├── data.html ├── genindex.html ├── index.html ├── nbutils.html ├── nn.html ├── objects.inv ├── ptradio.html ├── py-modindex.html ├── search.html ├── searchindex.js └── source │ ├── conf.py │ ├── data.rst │ ├── index.rst │ ├── nbutils.rst │ ├── nn.rst │ └── ptradio.rst ├── examples ├── adversarial_evasion.py ├── evm_loss.py ├── pt_modem.py ├── signal_classification.py └── spectral_loss.py ├── notebooks ├── _fig │ ├── CNNDiagramSmall.png │ ├── spectral.gif │ ├── spectralloss.png │ ├── symbolerror.gif │ └── symbolloss.png ├── _gifs │ ├── RRC Taps.ipynb │ ├── SpectralLoss.ipynb │ ├── SymbolErrorLoss.ipynb │ └── ToyAdversarial.ipynb ├── module2_empty.ipynb ├── module2_solutions.ipynb ├── module4_empty.ipynb ├── module4_solutions.ipynb ├── module6_empty.ipynb └── module6_solutions.ipynb ├── requirements.txt ├── rfml ├── __init__.py ├── attack │ ├── __init__.py │ ├── fgsm.py │ ├── pgd.py │ └── utils.py ├── data │ ├── __init__.py │ ├── converters │ │ ├── __init__.py │ │ └── rml_2016.py │ ├── dataset.py │ ├── dataset_builder.py │ ├── encoder.py │ └── factory.py ├── nbutils │ ├── __init__.py │ ├── data.py │ └── plot.py ├── nn │ ├── F │ │ ├── __init__.py │ │ ├── energy.py │ │ ├── evm.py │ │ └── psd.py │ ├── __init__.py │ ├── eval │ │ ├── __init__.py │ │ ├── accuracy.py │ │ └── confusion.py │ ├── layers │ │ ├── __init__.py │ │ ├── flatten.py │ │ └── power_normalization.py │ ├── model │ │ ├── __init__.py │ │ ├── base.py │ │ ├── cldnn.py │ │ ├── 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