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PSP: Million-level Protein Sequence Dataset for Protein Structure Prediction. (arXiv:2206.12240v1 [q-bio.BM])
June 27, 2022, 1:10 a.m. | Sirui Liu, Jun Zhang, Haotian Chu, Min Wang, Boxin Xue, Ningxi Ni, Jialiang Yu, Yuhao Xie, Zhenyu Chen, Mengyun Chen, Yuan Liu, Piya Patra, Fan Xu, Ji
cs.LG updates on arXiv.org arxiv.org
Proteins are essential component of human life and their structures are
important for function and mechanism analysis. Recent work has shown the
potential of AI-driven methods for protein structure prediction. However, the
development of new models is restricted by the lack of dataset and benchmark
training procedure. To the best of our knowledge, the existing open source
datasets are far less to satisfy the needs of modern protein sequence-structure
related research. To solve this problem, we present the first million-level …
arxiv bio dataset prediction protein protein structure protein structure prediction
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