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OpenFold: Lessons Learned and Insights from Rebuilding and Retraining AlphaFold2

Offered By: Valence Labs via YouTube

Tags

Protein Folding Courses Bioinformatics Courses Machine Learning Courses Deep Learning Courses Molecular Biology Courses Structural Biology Courses Computational Biology Courses

Course Description

Overview

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Explore a conference talk from the 2023 Molecular Machine Learning conference at Mila featuring Mohammed AlQuraishi discussing OpenFold, a project aimed at rebuilding and retraining AlphaFold2. Delve into the background of AlphaFold2, the development of OpenFold, its performance, learning mechanisms, and current status. Gain insights through a comprehensive overview, including how well OpenFold works, its learning process, and the project's current standing. Conclude with a Q&A session to address audience inquiries and further explore the topic.

Syllabus

- Intro
- AlphaFold2
- OpenFold
- How Well Does it Work?
- How Does it Learn?
- Where are we at?
- Q+A


Taught by

Valence Labs

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