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Open source code for AlphaFold.
๐งโ๐ซ 60 Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐ง
ๆฐๆฎ็งๅญฆ็็ฌ่ฎฐไปฅๅ่ตๆๆ้
EquiBind: geometric deep learning for fast predictions of the 3D structure in which a small molecule binds to a protein
Evolutionary Scale Modeling (esm): Pretrained language models for proteins
mlๅdl ๆฐๅญฆๅบ็ก
Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2
Joint sequence and structure generation with RoseTTAFold sequence space diffusion
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