Tools   Select Another Resource Report Type

https://CRAN.R-project.org/package=ggridges

Software R package enables creation of Ridgeline plots in 'ggplot2'

Proper citation: ggridges (RRID:SCR_024511) Copy   

•   Source: SciCrunch Registry

https://CRAN.R-project.org/package=gamm4

Software R package to estimate generalized additive mixed models.

Proper citation: gamm4 (RRID:SCR_024507) Copy   

•   Source: SciCrunch Registry

https://www.mathworks.com/products/optimization.html

Software package provides functions for finding parameters that minimize or maximize objectives while satisfying constraints. Toolbox includes solvers for linear programming, mixed integer linear programming, quadratic programming, second order cone programming, nonlinear programming, constrained linear least squares, nonlinear least squares, nonlinear equations.

Proper citation: Optimization Toolbox (RRID:SCR_024486) Copy   

•   Source: SciCrunch Registry

https://github.com/navinlabcode/copykat

Software R package to estimate genomic copy number profiles at average genomic resolution of 5 Mb from read depth in high throughput single cell RNA sequencing data.Used for inference of genomic copy number and subclonal structure of human tumors from high-throughput single cell RNAseq data.

Proper citation: CopyKAT (RRID:SCR_024512) Copy   

•   Source: SciCrunch Registry

https://CRAN.R-project.org/package=classInt

Software R package for choosing univariate class intervals for mapping or other graphics purposes.

Proper citation: classInt (RRID:SCR_024515) Copy   

•   Source: SciCrunch Registry

https://CRAN.R-project.org/package=mitml

Software R package for multiple imputation of missing data in multilevel modeling.

Proper citation: mitml (RRID:SCR_024516) Copy   

•   Source: SciCrunch Registry

http://gwyddion.net/

Modular program for SPM (scanning probe microscopy) data visualization and analysis. Primarily it is intended for the analysis of height fields obtained by scanning probe microscopy techniques (AFM, MFM, STM, SNOM/NSOM) and it supports a lot of SPM data formats. However, it can be used for general height field and (greyscale) image processing, for instance for the analysis of profilometry data or thickness maps from imaging spectrophotometry.

Proper citation: Gwyddion (RRID:SCR_015583) Copy   

•   Source: SciCrunch Registry

https://www.denovosoftware.com/?gclid=EAIaIQobChMI36rn3-Dd3AIV2ud3Ch27lw2oEAAYASAAEgLbRvD_BwE

Software tool for flow and image cytometry data analysis by De Novo Software company.

Proper citation: FCS Express (RRID:SCR_016431) Copy   

•   Source: SciCrunch Registry

http://grigoriefflab.janelia.org/ctffind4

Software tool for finding CTFs of electron micrographs. Program used for the estimation of objective lens defocus parameters from transmission electron micrographs. The program CTFFIND3 is an updated version of the program CTFFIND2. For micrographs collected on photographic film and scanned in use CTFFIND 3. For images from CCDs or direct detectors use CTFFIND 4.

Proper citation: CTFFIND (RRID:SCR_016732) Copy   

•   Source: SciCrunch Registry

https://sedfitsedphat.nibib.nih.gov/software/default.aspx

Software tool for analytical ultracentrifugation developed by Dynamics of Macromolecular Assembly group of Laboratory of Cellular Imaging and Macromolecular Biophysics, National Institute of Biomedical Imaging and Bioengineering, NIH. Used for biophysical analysis of macromolecular assembly.

Proper citation: SEDFIT (RRID:SCR_018365) Copy   

•   Source: SciCrunch Registry

https://github.com/blackrim/phyutility

Command line program that performs analyses or modifications on both trees and data matrices. Software phyloinformatics tool for trees, alignments and molecular data. Used for summarizing and manipulating phylogenetic trees, manipulating molecular data and retrieving data from NCBI.

Proper citation: Phyutility (RRID:SCR_018545) Copy   

•   Source: SciCrunch Registry

https://www.ebi.ac.uk/thornton-srv/software/PROCHECK/

Software tool to check stereochemical quality of protein structures. Its outputs comprise number of plots in PostScript format and comprehensive residue by residue listing. Includes PROCHECK-NMR for checking quality of structures solved by NMR.

Proper citation: PROCHECK (RRID:SCR_019043) Copy   

•   Source: SciCrunch Registry

http://www.biosoft.com/w/calcusyn.htm

Software tool for drug mixtures study and establishing efficacy. Dose effect analyzer of combined drugs. Able to quantify synergism and inhibition. CalcuSyn Version 2.0 has Undo and Redo tools.

Proper citation: CalcuSyn (RRID:SCR_020251) Copy   

•   Source: SciCrunch Registry

https://www.miltenyibiotec.com/products/macs-flow-cytometry/software/flowlogic-software.html

Software tool for flow cytometry data analysis by Miltenyi Biotec.

Proper citation: Flowlogic (RRID:SCR_020942) Copy   

•   Source: SciCrunch Registry

http://www.softgenetics.com/GeneMarker.php

Genotype analysis software which enhances the speed, accuracy, and ease of analysis. The software is an alternative to Applied BioSystems Genotyper®, GeneScan®, and other genotype analysis software.

Proper citation: GeneMarker (RRID:SCR_015661) Copy   

•   Source: SciCrunch Registry

http://www.bio-rad.com/en-eh/product/cfx-manager-software

Software tool to analyze real-time PCR data and run PCR system in software controlled mode., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: CFX Manager (RRID:SCR_017251) Copy   

•   Source: SciCrunch Registry

http://fiji.sc

Software package as distribution of ImageJ and ImageJ2 together with Java, Java3D and plugins organized into coherent menu structure. Used to assist research in life sciences.

Proper citation: Fiji (RRID:SCR_002285) Copy   

•   Source: SciCrunch Registry

http://www.pathwaycommons.org/pc

Database of publicly available pathways from multiple organisms and multiple sources represented in a common language. Pathways include biochemical reactions, complex assembly, transport and catalysis events, and physical interactions involving proteins, DNA, RNA, small molecules and complexes. Pathways were downloaded directly from source databases. Each source pathway database has been created differently, some by manual extraction of pathway information from the literature and some by computational prediction. Pathway Commons provides a filtering mechanism to allow the user to view only chosen subsets of information, such as only the manually curated subset. The quality of Pathway Commons pathways is dependent on the quality of the pathways from source databases. Pathway Commons aims to collect and integrate all public pathway data available in standard formats. It currently contains data from nine databases with over 1,668 pathways, 442,182 interactions,414 organisms and will be continually expanded and updated. (April 2013)

Proper citation: Pathway Commons (RRID:SCR_002103) Copy   

•   Source: SciCrunch Registry

http://htslib.org/

Original SAMTOOLS package has been split into three separate repositories including Samtools, BCFtools and HTSlib. Samtools for manipulating next generation sequencing data used for reading, writing, editing, indexing,viewing nucleotide alignments in SAM,BAM,CRAM format. BCFtools used for reading, writing BCF2,VCF, gVCF files and calling, filtering, summarising SNP and short indel sequence variants. HTSlib used for reading, writing high throughput sequencing data.

Proper citation: SAMTOOLS (RRID:SCR_002105) Copy   

•   Source: SciCrunch Registry

http://jcb-dataviewer.rupress.org/

THIS RESOURCE IS NO LONGER IN SERVICE. Documented on January 14,2026. A web-based, multi-dimensional image data-viewing application for original microscopy image datasets associated with articles published in The Journal of Cell Biology, a peer-reviewed journal published by The Rockefeller University Press. The JCB DataViewer can host multidimensional fluorescence microscopy images, 3D tomogram data, very large (gigapixel) images, and high content imaging screens. Images are presented in an interactive viewer, and the scores from high content screens are presented in interactive graphs with data points linked to the relevant images. The JCB DataViewer uses the Bio-Formats library to read over 120 different imaging file formats and convert them to the OME-TIFF image data standard. Image data are archived by the Journal and may be freely accessed by readers using the JCB DataViewer. Download of author-provided image data and associated metadata in OME-TIFF format is also possible with author permission, allowing for independent analysis of image data irrespective of acquisition or viewing software. Although the JCB DataViewer is designed to host and facilitate sharing and analysis of original microscopy image data, authors may also upload other types of original image data as supplements to their manuscripts, including histology and electron micrographs and digital scans of gels or blots.

Proper citation: JCB DataViewer (RRID:SCR_002633) Copy   

•   Source: SciCrunch Registry