Powered by OpenAIRE graph
Found an issue? Give us feedback
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Dataset . 2024
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2024
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2024
License: CC BY
Data sources: Datacite
versions View all 2 versions
addClaim

Dataset of AlphaFold's internal representations of 4,581 proteins relevant for drug discovery

Authors: Bernatavicius, Andrius;

Dataset of AlphaFold's internal representations of 4,581 proteins relevant for drug discovery

Abstract

This dataset contains the outputs of the AlphaFold model for 4,581 proteins that are relevant targets in drug discovery. More information on the dataset can be found at the following repository: Dataset structure: ↓ data/* -> main data directory ↓ data/PID/* -> data of a single protein of length L Filename Description Tensor shape Lightweight single.npy ( s i ) evoformer single representation [L x 384] ✔️ structure.npy ( a i ) output of the last layer of structure module [L x 384] ✔️ msa.npy*** ( m s i ) processed MSA representation [N x L x 256] pair.npy*** ( z i j ) evoformer pair representation [L x L x 128] PID.pdb 3D protein structure prediction ✔️ PID_unrelaxed.pdb 3D protein structure prediction w/o relaxation step (D) ✔️ confidence.npy* confidence in structure prediction (0-100) 1 ✔️ plldt.npy* confidence in structure prediction per residue [L] ✔️ PID.fasta protein amino acid sequence and metadata ✔️ timings.json Processing log ✔️ ↓ data/PID2/* -> data of protein #2 ... *Note: L: sequence length, N: number of aligned sequences via MSA.

Related Organizations
  • BIP!
    Impact byBIP!
    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).
    0
    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.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
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!
0
Average
Average
Average
Related to Research communities