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  # P2DFlow
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- > ## ℹ️ The version 2 of codes for P2DFlow will come soon to align with the new revised paper, and for easier use and modification (the old version can run correctly)
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  P2DFlow is a protein ensemble generative model with SE(3) flow matching based on ESMFold, the ensembles generated by P2DFlow could aid in understanding protein functions across various scenarios.
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  Technical details and evaluation results are provided in our paper:
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  * [P2DFlow: A Protein Ensemble Generative Model with SE(3) Flow Matching](https://arxiv.org/abs/2411.17196)
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- <p align="center">
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- <img src="resources/workflow.jpg" width="600"/>
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- </p>
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- ![P2DFlow](resources/gen_example.gif)
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  ## Table of Contents
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  1. [Installation](#Installation)
 
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  # P2DFlow
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  P2DFlow is a protein ensemble generative model with SE(3) flow matching based on ESMFold, the ensembles generated by P2DFlow could aid in understanding protein functions across various scenarios.
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  Technical details and evaluation results are provided in our paper:
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  * [P2DFlow: A Protein Ensemble Generative Model with SE(3) Flow Matching](https://arxiv.org/abs/2411.17196)
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  ## Table of Contents
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  1. [Installation](#Installation)