AlphaFold3
github.com/google-deepmind/alphafold3AlphaFold 3 inference pipeline for unified biomolecular structure prediction of proteins, nucleic acids, small molecules, ions, and post-translational modifications (Google DeepMind, Nature 2024)
Sourced from
- Awesome AI for Science — github.com/google-deepmind/alphafold3
- GitHub — github.com/google-deepmind/alphafold3
Related resources
Protein structure prediction
Deep learning library for Chemistry based on Tensorflow
First fully open-source model achieving AlphaFold3-level accuracy with 1000x faster binding affinity prediction (MIT)
Protein structure prediction from ESM models
Trainable, memory-efficient PyTorch reproduction and retraining of AlphaFold2 providing new insights into its learning dynamics and out-of-distribution generalization; widely used as the open-source AlphaFold2 backbone underpinning many downstream protein structure prediction and design pipelines (Columbia AlQuraishi Lab & OpenFold Consortium, Nature Methods 2024)