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diffusion models for protein generation

from Apoorva Srinivasan [alt+shift+b] in science

Introduction Proteins are nature's versatile nanomachines— they have evolved to perform virtually every important task in living systems. While nature has produced an incredible range of protein functions, these represent only a tiny fraction of what's possible in the protein universe. Evolution has only explored
30th Dec 2024

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a review on protein language models

Protein “language” is a lot like human language. Given the similarities, researchers have been building and training language models on protein sequence data, replicating the success seen in other domains, with profound implications. In this post, I will explore how transformer models have been applied to protein data

12th May 2024 • 45 votes
an experiment in navigating the knowledge frontier beyond search

Lately, I've been experimenting with interfaces for large language models (LLMs) in my free time. The fruit of this labor is something I'm calling "curie," an exploratory and sense-making tool designed to navigate complex topics. 0:00 0:34 1× the limitations of

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what's happened since the human genome project

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niceR code with functional programming

At the end of this blog post, you will be able to: Describe functional programming concepts Write functional programming code using purrr package in R If you are anything like me, you probably focused primarily on learning statistics, machine learning and programming on a smaller scale early on in your

15th Oct 2020 • 34 votes

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