There are many families of generative models and approaches for generative modeling. The motivation behind this project was to resolve the problems previously seen in the protein space when using energy-based and diffusion models. Protein design is an instance of the discrete sequence generation problem, where amino acids are the building blocks of protein, and each amino acid sequence is a string of characters with only 20 possible choices at each position. Precision is crucial in determining the composition 9 Computer Vision News Computer Vision News Protein Discovery with Discrete … “People familiar with computer vision and natural language, your skills and the things you’re interested in can be very impactful in these other domains in the sciences if you take the time to dedicate yourself to learning from people and learning those areas!”
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