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Training from scratch a protein structure diffusion model on CATH dataset

  • The goal of this repo was to get familiar with protein & diffusion model training.

  • Unfortunately, my good friends at an AI biology lab have asked me to make the source code private, because candidates were copying this code for a takehome and this was signficantly affecting their hiring pipeline.

  • If you're interested in this code or want to discuss diffusion, please shoot me an email at (my first name)_(my last_name)@hotmail.ch

  • To compensate, here are some notes I wrote on diffusion if you want to get familiar with it:

  • Also, here are some "pretty" generations from my trained model.

Results

generation1 generation2 generation3 generation4

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Implementing from scratch a protein diffusion transformer

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