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http://rast.nmpdr.org

A SEED-quality automated service that annotates complete or nearly complete bacterial and archaeal genomes across the entire phylogenetic tree. RAST can also be used to analyze draft genomes.

Proper citation: RAST Server (RRID:SCR_014606) Copy   

•   Source: SciCrunch Registry

http://bix.ucsd.edu/repeatscout/

Algorithm used to identify de novo repeat families in newly sequenced genomes. Repeat libraries for C. briggsae, M. muscles (X chromosome), R. novegicus (X chromosome), armadillo, H. sapiens (X chromosome), and various other mammals created using RepeatScout are available on the main site., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: RepeatScout (RRID:SCR_014653) Copy   

•   Source: SciCrunch Registry

http://zhanglab.ccmb.med.umich.edu/I-TASSER/

Web server as integrated platform for automated protein structure and function prediction. Used for protein 3D structure prediction. Resource for automated protein structure prediction and structure-based function annotation.

Proper citation: I-TASSER (RRID:SCR_014627) Copy   

•   Source: SciCrunch Registry

http://www.vicbioinformatics.com/software.prokka.shtml

THIS RESOURCE IS NO LONGER IN SERVICE. Documented on February 28,2023. Software tool for the rapid annotation of prokaryotic genomes. It produces GFF3, GBK and SQN files that are ready for editing in Sequin and ultimately submitted to Genbank/DDJB/ENA. A typical 4 Mbp genome can be fully annotated in less than 10 minutes on a quad-core computer, and scales well to 32 core SMP systems., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: Prokka (RRID:SCR_014732) Copy   

•   Source: SciCrunch Registry

https://bioconductor.org/packages/fgsea/

Software R package for fast preranked gene set enrichment analysis. Allows to make more permutations and get more fine grained p-values, which allows to use accurate stantard approaches to multiple hypothesis correction.

Proper citation: fgsea (RRID:SCR_020938) Copy   

•   Source: SciCrunch Registry

https://github.com/pensoft/omicsdatapaper

Software package for streamlined import of omics metadata from European Nucleotide Archive into OMICS Data Paper manuscript. Omics Data Paper R Shiny app demonstrates workflow for automatic import of ENA genomic metadata into omics data paper manuscript. Streamlined conversion of metadata into manuscript facilitates authoring of omics data papers, which allow omics dataset creators to receive credit for their work and to improve description and visibility of their datasets.

Proper citation: Omics Data Paper Generator (RRID:SCR_019809) Copy   

•   Source: SciCrunch Registry

https://guoweilong.github.io/BS_Seeker2/index.html

Software tool as versatile aligning pipeline for bisulfite sequencing data. Used for mapping bisulfite sequencing data and generating DNA methylomes. Improves mappability over existing aligners by using local alignment. Maps reads from RRBS library by building special indexes with improved efficiency and accuracy. Provides additional function for filtering out reads with incomplete bisulfite conversion, which is useful in minimizing overestimation of DNA methylation levels.

Proper citation: Bs-Seeker2 (RRID:SCR_020948) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/facesync/, https://bio.tools/FaceSync

Project related to emotions and facial expressions. Includes open source guide to building affordable head mount for camera to maintain high temporal and spatial resolution of face throughout duration of experiment. Device is paired with FaceSync, Python toolbox which automatically synchronizes recorded facial expressions to videos and events such as social interactions.

Proper citation: FaceSync project (RRID:SCR_021393) Copy   

•   Source: SciCrunch Registry

https://huygens.science.uva.nl/PlotTwist/

Web application for plotting and annotating continuous data. Open source web app for plotting and annotating time series data. Used to inspect data and generate publication quality visualizations. Available options for plotting include lineplot, small multiples and heatmap, summary statistics and inferential statistics.

Proper citation: PlotTwist (RRID:SCR_018331) Copy   

•   Source: SciCrunch Registry

https://github.com/BackofenLab/CRISPRcasIdentifier

Software tool providing machine learning approach for identification and classification of CRISPR-Cas systems. Combines regression and classification approaches for improving quality of input protein cassettes and predicting their subtypes.

Proper citation: CRISPRcasIdentifier (RRID:SCR_018296) Copy   

•   Source: SciCrunch Registry

https://github.com/xiaeryu/SpoTyping-v2.0

Software tool for fast and accurate in silico Mycobacterium spoligotyping from sequence reads.

Proper citation: SpoTyping (RRID:SCR_018466) Copy   

•   Source: SciCrunch Registry

https://www.sympy.org/en/index.html

Software Python library for symbolic mathematics. It aims to become full featured computer algebra system (CAS) while keeping code as simple as possible in order to be comprehensible and easily extensible.

Proper citation: SymPy (RRID:SCR_018417) Copy   

•   Source: SciCrunch Registry

https://github.com/smortezah/smashpp

Software tool to find and visualize rearrangements in DNA sequences.

Proper citation: smashpp (RRID:SCR_018307) Copy   

•   Source: SciCrunch Registry

https://github.com/lmb-embrapa/machado

Software tool as framework to store, search and visualize biological data. Django instance provides data management, visualization, and searching functionalities to Chado databases. Resulting object-relational framework enables users, not only to set up local instance containing data regarding their organisms of interest, but also to develop all sorts of tools by accessing open source code.

Proper citation: Machado (RRID:SCR_018428) Copy   

•   Source: SciCrunch Registry

https://github.com/yanzhanglab/Graph2GO

Software tool as graph based representation learning method for protein function prediction. Multi modal graph based representation learning model that can integrate heterogeneous information including multiple types of interaction networks including sequence similarity network and protein-protein interaction network, and protein features including amino acid sequence, sub cellular location and protein domains, to predict protein functions on Gene Ontology.

Proper citation: Graph2GO (RRID:SCR_018726) Copy   

•   Source: SciCrunch Registry

https://www.biosimulations.org/

Web tool for sharing and re-using biomodels, simulations, and visualizations of simulations results. Supports variety of modeling frameworks including kinetic, constraint based, and logical modeling, model formats including BNGL, CellML, SBML, and simulation tools including COPASI, libRoadRunner/tellurium, NFSim, VCell.

Proper citation: BioSimulations (RRID:SCR_018733) Copy   

•   Source: SciCrunch Registry

https://rvista.dcode.org/

Web tool for analyzing regulatory potential of noncoding sequences. rVISTA web server is interconnected with TRANSFAC database, allowing users to either search for matrices present in TRANSFAC library collection or search for user defined consensus sequences. rVISTA 2.0 web server is used for high throughput discovery of cis-regulatory elements. Can process alignments generated by zPicture and blastz alignment programs or use pre-computed pairwise alignments of several vertebrate genomes available from ECR Browser and GALA database. Evolutionary analysis of transcription factor binding sites.

Proper citation: rVista (RRID:SCR_018707) Copy   

•   Source: SciCrunch Registry

https://github.com/lh3/minimap2

Software tool as pairwise alignment for nucleotide sequences. Alignment program to map DNA or long mRNA sequences against large reference database. Versatile pairwise aligner for genomic and spliced nucleotide sequences.

Proper citation: Minimap2 (RRID:SCR_018550) Copy   

•   Source: SciCrunch Registry

https://bioconductor.org/packages/ggtree/

Software R package for visualization and annotation of phylogenetic trees with their covariates and other tree like structures with their annotation data. Can import evolutionary data from different tree file formats and analysis programs as well as other associated data from experiments so that various sources and types of data can be displayed on tree for comparison and further analyses.

Proper citation: ggtree (RRID:SCR_018560) Copy   

•   Source: SciCrunch Registry

https://robetta.bakerlab.org/

Web tool as protein structure prediction service. Provides automated structure prediction and analysis tools that can be used to infer protein structural information from genomic data. Produces model for entire protein sequence in presence or absence of sequence homology to protein of known structure.

Proper citation: Robetta (RRID:SCR_018805) Copy   

•   Source: SciCrunch Registry