Deep Learning for Molecules
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16:49
7.2 Optimizing large models
Deep Learning for Molecules
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7.1 Challenges and best practices
Deep Learning for Molecules
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6.2 Numerical representations of chemical reactions
Deep Learning for Molecules
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6.1 Predicting protein small molecule interactions
Deep Learning for Molecules
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5.5 Graph Neural Networks for small molecules
Deep Learning for Molecules
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5.4 Small molecule Transformer Networks
Deep Learning for Molecules
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5.3 Traditional numerical small molecule representations
Deep Learning for Molecules
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5.2 Representations of small molecules
Deep Learning for Molecules
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5.1 What are small molecules?
Deep Learning for Molecules
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4.1 Gradient Boosting Decision Tree Models
Deep Learning for Molecules
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3.5 Supervised training of Encoders
Deep Learning for Molecules
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3.4 The ESM protein language models
Deep Learning for Molecules
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3.3 Self supervised training of encoders
Deep Learning for Molecules
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3.2 A more detailed view of Enocders
Deep Learning for Molecules
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32:13
3.1 What are Transformer Network Enocders?
Deep Learning for Molecules
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2.2 Traditional numerical representations of proteins
Deep Learning for Molecules
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2.1 What are proteins
Deep Learning for Molecules
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1 Motivation: Why do we want to make predictions about molecules?
Deep Learning for Molecules
81 views • 2 months ago
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