❤️ Train a neural network and track your experiments with Weights & Biases here:
📝 The paper “Highly accurate protein structure prediction with #AlphaFold” is available here:
Protein database:
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Chapters:
00:00 What is protein folding?
01:00 Is it so hard!
04:08 CASP
05:15 AlphaFold’s results
06:41 Let’s look inside!
07:41 Iterative refinement
08:41 Convolutional neural networks
08:51 Transformers
09:55 Everything matters!
10:58 Adding physics knowledge
13:00 What is this good for?
13:33 A gift to humanity!
14:05 Future works
14:56 AlphaFold’s weaknesses
15:16 An important message
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