Graph Generation for Drug Discovery using Python and Keras
Language: English | Size:360.76 MB
Genre:eLearning
Files Included :
1 Introduction.mp4 (5.62 MB)
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2 About this Project.mp4 (7.39 MB)
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3 Why Should we Learn.mp4 (15.89 MB)
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4 Applications.mp4 (25.24 MB)
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5 Python, Keras, and Google Colab.mp4 (3.23 MB)
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1 Setup Working Directory.mp4 (2.67 MB)
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10 Loading Dataset.mp4 (1.67 MB)
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11 Process CSV file.mp4 (5.18 MB)
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12 Selects a specific SMILES string.mp4 (1.49 MB)
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13 Convert the SMILES string.mp4 (4.68 MB)
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14 Mapping atom symbols.mp4 (4.92 MB)
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15 Mapping bond types.mp4 (6.96 MB)
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16 Constants.mp4 (4.22 MB)
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17 Convert a SMILES string to a graph representation.mp4 (25.59 MB)
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18 Convert graph representation back into RDKit molecule object.mp4 (26.27 MB)
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19 Graph representation.mp4 (815.88 KB)
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2 What is qm9 csv file.mp4 (17.31 MB)
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20 Converting subset of SMILES data to graph tensors.mp4 (14.37 MB)
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21 Defines a generator model.mp4 (34.2 MB)
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22 Creates an instance of the GraphGenerator model.mp4 (5.71 MB)
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23 Defines a custom graph convolutional layer.mp4 (26.02 MB)
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24 Creates the discriminator model.mp4 (23.95 MB)
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25 Creates a discriminator model.mp4 (9.57 MB)
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26 Wasserstein Generative Adversarial Network.mp4 (22.82 MB)
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27 Sets up a WGAN.mp4 (5.92 MB)
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28 Training.mp4 (7.76 MB)
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29 Saving and loading the model weights.mp4 (6.79 MB)
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3 What is code ipynb.mp4 (1.42 MB)
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30 Sample molecules.mp4 (14.14 MB)
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31 Generating molecules.mp4 (2.67 MB)
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32 Displaying molecules.mp4 (6.33 MB)
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4 Launch Code.mp4 (1.89 MB)
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5 Activate GPU.mp4 (2.51 MB)
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6 Mount Google Drive.mp4 (3.38 MB)
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7 Installing two Python libraries.mp4 (3.66 MB)
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8 Importing several libraries.mp4 (6.11 MB)
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9 Disabling the logging functionality.mp4 (2.44 MB)
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Graph Generation for Drug Discovery using Python and Keras.zip
https://rapidgator.net/file/0cc71dfb931545a35c2ca77eedc3a78e/Graph_Generation_for_Drug_Discovery_using_Python_and_Keras.zip
Graph Generation for Drug Discovery using Python and Keras.zip
https://alfafile.net/file/AuAQk/Graph_Generation_for_Drug_Discovery_using_Python_and_Keras.zip
