← Search

Data · dataset · 2026

DS-Mamba Datasets for Protein Secondary Structure Prediction

Listed in ScienceDB

This dataset contains the final prepared data files and fixed train/validation split metadata used in the DS-Mamba protein secondary structure prediction experiments.

Description

It includes the Stage-1 PDB training dataset (PDB_Pure_Fixed.fasta), the Stage-2 training dataset (MMseqs_Cleaned_Trainset.fasta), and the independent 100-protein PlantOilCropTest dataset used for final evaluation. All protein records are stored in a three-line FASTA format containing a protein identifier, an amino acid sequence, and the corresponding residue-level eight-state secondary structure (Q8) labels.

The archive also provides the fixed seed-42 train/validation split files used in the reported experiments. After the training-time filtering implemented in the public DS-Mamba code, the Stage-1 dataset contains 6,858 training and 762 validation proteins, while the Stage-2 dataset contains 10,107 training and 1,124 validation proteins. PlantOilCropTest contains 100 independent plant-protein sequences and is used only for evaluation.

Read the rest (1 more)

The associated DS-Mamba source code, training scripts, evaluation scripts, configuration files, and reproducibility information are available at GitHub: github.com/jinkaixu711/DS-Mamba.

Links

Where it is published

Catalogue records · 1

Topics

Provenance · 1 source records, 10 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.011yz12 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:earth-environmentalmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:engineeringmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:humanitiesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:life-sciencesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:social-sciencemapping · scidb cnconnector:scidb_cn@1.0.0
descriptionsource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/description
licensesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/rights
publication_datesource · scidb cnconnector:scidb_cn@1.0.0
titlesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/title