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AlphaFold 2 method published in Nature with open-source code
DeepMind published the full AlphaFold 2 method in Nature, describing how it predicts protein structures from amino-acid sequences at near-atomic accuracy. The source code, trained weights and inference script were released under an open-source licence, letting any lab run it.
- Predicts protein structures at near-atomic accuracy from amino-acid sequences alone.
- Source code, trained weights and inference script released under open-source licence.
- Incorporates physical and biological knowledge about protein structure.
- Uses multi-sequence alignments in deep learning algorithm design.