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ElvinJun authored Feb 28, 2020
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Expand Up @@ -3,11 +3,16 @@ Motivation:Accurate all-atom protein structures play an important role in variou

Results: In this study, we proposed a deep learning-based method to predict protein backbone structures from alpha-carbon traces. Our method achieved comparable performance as the best previous method with cRMSD between predicted coordinates and reference coordinates as measurement.

# Webserver
[点击进入骨架结构预测网页](deeppbs.com)
* Python / Pytorch / Django
* KNN / Bi-litsm / Rodrigues

# Protein structure prediction process
![](https://github.com/ElvinJun/DeepPBS/blob/master/process.jpg?raw=true)

# Protein backbone strcture prediction
![](https://github.com/ElvinJun/DeepPBS/blob/master/our_process.jpg?raw=true)

# Recurrent Geometric Networks
This is the reference (TensorFlow) implementation of recurrent geometric networks (RGNs), described in the paper [End-to-end differentiable learning of protein structure](https://www.biorxiv.org/content/early/2018/08/29/265231).
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