Python alphafold2

Open-source Python projects categorized as alphafold2
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Topics: protein-structure Deep Learning Pytorch GPU Machine Learning
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Top 3 Python alphafold2 Projects

  • openfold

    Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2

    • Project mention: TIL : about the game "Foldit", a puzzle game about protein folding. In 2011, its gamers helped decipher a protein of a HIV-like virus, solving a scientific problem that went unsolved for 15 years in as little as 10 days. | /r/todayilearned | 2023-05-22

    Seeing this stuff on GitHub is mind-blowing: https://github.com/aqlaboratory/openfold

  • af2complex

    Predicting direct protein-protein interactions with AlphaFold deep learning neural network models.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • Invariant-Attention

    An implementation of Invariant Point Attention from Alphafold 2

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python alphafold2 related posts

  • [P] Detailed Explanation of how AlphaFold Works, Protein Folding and Design

    1 project | /r/MachineLearning | 11 Mar 2023

  • 👉 Impressed With AlphaFold? Checkout This Protein Structure Prediction Model (FastFold) That Reduces AlphaFold’s Training Time From 11 Days To 67 Hours

    1 project | /r/artificial | 26 Mar 2022

Index

What are some of the best open-source alphafold2 projects in Python? This list will help you:

Project Stars
1 openfold 2,392
2 af2complex 125
3 Invariant-Attention 6

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