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ZENODO
Dataset . 2021
Data sources: Datacite
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ZENODO
Dataset . 2021
Data sources: Datacite
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ZENODO
Dataset . 2021
Data sources: ZENODO
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ATOM3D: Ligand Binding Affinity (LBA) Dataset

Authors: Townshend, Raphael J.L.; Vögele, Martin; Suriana, Patricia; Derry, Alexander; Powers, Alexander; Laloudakis, Yianni; Balachandar, Sidhika; +5 Authors

ATOM3D: Ligand Binding Affinity (LBA) Dataset

Abstract

Ligand Binding Affinity (LBA) dataset from the ATOM3D project. This upload includes five zipped data directories: Full, unsplit dataset in LMDB format Split datasets at 60% sequence identity, with each in LMDB format Split datasets at 30% sequence identity, with each in LMDB format Text files containing train, validation, and test indices used to split raw dataset (for both 30% and 60%) README containing dataset details

{"references": ["Townshend, R. J. L. et al. ATOM3D: Tasks On Molecules in Three Dimensions. In review (2020). http://arxiv.org/abs/2012.04035.", "Liu, Z. et al. PDB-wide collection of binding data: current status of the PDBbind database. Bioinformatics 31, 405\u2013412 (2015)"]}

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Keywords

machine learning, ligand binding, structural biology

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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