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CheckAMG database

Authors: Kosmopoulos, James C.;

CheckAMG database

Abstract

Databases required to run CheckAMG. The annotation module ("checkamg annotate") and the de-novo module ("checkamg denovo") use separate databases, distributed as two independent archives, so the larger de-novo database is only downloaded when needed. CheckAMG_annotate_db_v1.1_20260316.tar.gz: profile HMM databases and their associated score cutoff files required by "checkamg annotate". Contains: *.hmm, *.h3m, *.h3i, *.h3f, and *.h3p files for each of KEGG, FOAM, Pfam-A, PHROGs, dbCAN (dbCAN_HMMdb_v14), METABOLIC_custom, and CAMPER KEGG_cutoffs.tsv: score cutoffs for KEGG KOfam HMMs FOAM_cutoffs.tsv: score cutoffs for FOAM HMMs CAMPER_cutoffs.tsv: score cutoffs for CAMPER HMMs METABOLIC_cutoffs.tsv: score cutoffs for METABOLIC_custom HMMs README.txt: dependent database versions and citations CheckAMG_denovo_db_v1_20260605.tar.gz: trained Protein Set Transformer (PST) model and precomputed reference data required by "checkamg denovo". Contains: checkAMG-PST_TL-P__large_4.20260605.ckpt: trained CheckAMG-PST model checkpoint checkAMG-PST_TL-P__large_4.20260605.PST-EMBED.h5: reference protein PST embeddings (with labels) checkAMG-PST_TL-P__large_4.20260605.PST-EMBED.index.faiss: FAISS index over the reference embeddings for nearest-neighbor search checkAMG-PST_TL-P__large_4.20260605.PST-EMBED.labels.h5: reference protein labels README.txt: model/database version and citation

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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!
0
Average
Average
Average