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| Resource Name | Proper Citation | Abbreviations | Resource Type |
Description |
Keywords | Resource Relationships | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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SciPy Resource Report Resource Website 10000+ mentions |
SciPy (RRID:SCR_008058) | software application, software resource | A Python-based environment of open-source software for mathematics, science, and engineering. The core packages of SciPy include: NumPy, a base N-dimensional array package; SciPy Library, a fundamental library for scientific computing; and IPython, an enhanced interactive console. | python, software, open source |
uses: Python Programming Language is used by: PyDSTool is used by: Elephant is used by: Stimfit is used by: Sklearn is listed by: SoftCite is related to: IPython is related to: NumPy is related to: IPython Notebook is related to: MNE software is related to: DE-Sim is required by: TomoMiner is required by: Short Read Sequence Typing for Bacterial Pathogens |
Public, Free | nif-0000-10422 | SCR_008058 | SciPy, Scientific Tools for Python | 2026-09-05 06:32:39 | 16188 | ||||||||
|
IPython Notebook Resource Report Resource Website 1+ mentions |
IPython Notebook (RRID:SCR_013984) | software resource, web application | A web application and interactive computational environment where users can combine code execution, rich text, mathematics, plots, and rich media. IPython Notebook consists of two parts, the web application and plain texts. The Ipython Notebook web application is used for interactive authoring of literate computations, in which explanatory text, mathematics, computations, and rich media output may be combined. Input and output are stored in persistent cells that may be edited in-place. The plain text documents, called notebooks, record and distribute the results of the rich computations. Saved files in the notebook can be put under version control and shared with colleagues. | web application, computational environment, interactive, Python, code |
is used by: Wakari is listed by: Connected Researchers is related to: IPython is related to: Python Programming Language is related to: Connected Researchers is related to: Wakari is related to: SciPy |
Microsoft ; Alfred P. Sloan Foundation ; Rackspace |
Free, Public | SCR_013984 | 2026-09-05 06:27:42 | 8 | |||||||||
|
Short Read Sequence Typing for Bacterial Pathogens Resource Report Resource Website 10+ mentions |
Short Read Sequence Typing for Bacterial Pathogens (RRID:SCR_015870) | SRST2 | data analysis software, data processing software, sequence analysis software, software application, software resource, source code | Software that is designed to take Illumina sequence data, a MLST database and/or a database of gene sequences (e.g. resistance genes, virulence genes, etc) and report the presence of STs and/or reference genes. | genotype analysis, illumina sequence data, mlst database, gene sequence, st, reference gene, short read |
uses: Bowtie uses: SAMTOOLS is listed by: Debian is listed by: OMICtools requires: SciPy requires: Python Programming Language |
infectious disease | NHMRC of Australia 1043830; NHMRC of Australia 1061409; NHMRC of Australia 1061435; Victorian Life Sciences Computation Initiative (VLSCI) VR0082 |
PMID:25422674 | Free, Available for download | OMICS_12777 | http://katholt.github.io/srst2/, https://sources.debian.org/src/srst2/ | http://srst.sourceforge.net/ | SCR_015870 | SRST2: Short Read Sequence Typing for Bacterial Pathogens, Short Read Sequence Typing v2 | 2026-09-05 06:28:00 | 24 | ||
|
Stimfit Resource Report Resource Website 10+ mentions |
Stimfit (RRID:SCR_016050) | data analysis software, data processing software, software application, software resource | Software for viewing and analyzing electrophysiological data. It features an embedded Python shell that allows you to extend the program functionality by using numerical libraries such as NumPy and SciPy. | electrophysiology, python, numpy, scipy, numerical, library, stimulus, analysis |
uses: NumPy uses: SciPy |
European Research Council ; Gatsby Charitable Foundation ; Wellcome Trust |
PMID:24600389 | Free, Available for download | SCR_016050 | 2026-09-05 06:28:03 | 41 | ||||||||
|
SoftCite Resource Report Resource Website |
SoftCite (RRID:SCR_024411) | data or information resource, knowledge base, portal, project portal, software resource | Gold standard dataset of software mentions in research publications. Provides dataset of annotated software mentions from full text academic literature in biomedicine and economics directly converted from published PDFs with reproducible infrastructure. Includes provenance, and is formatted for immediately usefulness in NLP. Useful for supervised learning at scale. | Gold standard dataset, software mentions, research publications, annotated software mentions, full text academic literature, |
lists: ProteinPilot lists: ROCit lists: survivalROC lists: GIFT lists: PyWavelets lists: pRRophetic lists: GOplot lists: Rgdal lists: riskRegression lists: RNAfold lists: RNALocate lists: pyPCcazip lists: ScanProsite lists: RapGreen lists: ABySS lists: AMBER lists: ANNOVAR lists: ASAP lists: ASPicDB lists: AStalavista lists: ATSAS lists: Alien hunter lists: Adobe Photoshop lists: Affymetrix lists: Augustus lists: Argus lists: Adobe Illustrator lists: ART lists: AutoDock Vina lists: AutoDock lists: ANALYZE lists: BLASTClust lists: arrayQualityMetrics lists: BLASTN lists: BLASTX lists: BLASTP lists: Bowtie lists: Autogrid lists: BRB-ArrayTools lists: BEDTools lists: BWA lists: BioEdit lists: BRASS lists: Bioconductor lists: BioExtract lists: BaCelLo lists: BioMoby lists: Brain Extraction Tool lists: Bowtie 2 lists: BoxPlotR lists: biomaRt lists: BioPerl lists: CANGS lists: CFX Manager lists: CEAS lists: BlobFinder lists: CLC Genomics Workbench lists: BREAKDANCER lists: CASAVA lists: CLC Main Workbench lists: ClustalW lists: Clustal W2 lists: ComBat lists: CCP4 lists: Blender lists: Coot lists: CGView lists: COMSOL Multiphysics lists: CTFFIND lists: CalcuSyn lists: ChIPpeakAnno lists: Chimera lists: CVODE lists: DAVID lists: Cufflinks lists: caret lists: ClueGO lists: Cluster lists: Clocklab lists: DIANA-mirPath lists: Cytoscape lists: EMAN lists: E-Prime lists: DESeq2 lists: Definiens Developer XD lists: Eigensoft lists: EMBOSS lists: Ensembl lists: DIALIGN lists: Design-Expert lists: EndNote lists: CMAP lists: EEGLAB lists: CMap lists: Epi Info lists: FASTA lists: Ensembl Genome Browser lists: Epik lists: FACS lists: FCS Express lists: Flowlogic lists: FSL lists: FLASH lists: FATCAT lists: FastQC lists: G*Power lists: GOLD lists: FGENESH lists: FreeSurfer lists: FlowJo lists: GeneTools lists: Galaxy lists: GATK lists: ELDA lists: GraphPad lists: GRADEpro lists: Fiji lists: Gblocks lists: FigTree lists: GENIE lists: GBrowse lists: Gemma lists: GeneChip Operating Software lists: GeneMapper lists: GeneMarker lists: GenABEL lists: GenePattern lists: GraphPad Prism lists: GenePix Pro lists: Google lists: Genesis lists: Hologic lists: GeneSpring GX lists: GeneVenn lists: HaploReg lists: Google Scholar lists: HALO lists: Gwyddion lists: IMAGIC lists: HKL-2000 lists: Glide lists: Glimmer lists: I-TASSER lists: GenomeStudio lists: IMOD lists: Haploview lists: Hmmer lists: Hydra lists: IUPRED lists: HomeCageScan lists: Geneious lists: IGOR Pro lists: IMPUTE lists: Infernal lists: Image-Pro Plus lists: JASP lists: LSM Image Examiner lists: Imaris lists: Image Pro Plus lists: ImageQuant lists: ImageJ lists: Integrative Genomics Viewer lists: jcvi lists: InterProScan lists: KaleidaGraph lists: Ligprep lists: Heidelberg Eye Explorer lists: JMP lists: Ingenuity Pathways Knowledge Base lists: Leica QWin lists: JCB DataViewer lists: Jalview lists: LigandScout lists: Ingenuity Pathway Analysis lists: LabView lists: Kepler lists: MAFFT lists: Jmol lists: ImageScope lists: MACS lists: Maq lists: MUMmer lists: MATLAB lists: Mimics lists: MACH lists: MCODE lists: Mascot lists: Maestro lists: MSQuant lists: MediaWiki lists: MINC lists: MRIcron lists: MOE lists: ModFit LT lists: LIMMA lists: MassLynx lists: mitopred lists: MrBayes lists: MolProbity lists: MUSCLE lists: MutationAssessor lists: MaxQuant lists: Minitab lists: MODELLER lists: MetaboAnalyst lists: MedCalc lists: Origin lists: MPlus lists: MutationTaster lists: MuTect lists: Multi Gauge lists: NIA Array Analysis lists: NIH Image lists: Phenix lists: MycoBank lists: OpenClinica lists: Nexus lists: OMTools lists: NIS-Elements lists: PAST lists: NVivo lists: PRISM (Stanford database) lists: Metscape lists: PROCHECK lists: oligo lists: OpenEpi lists: Pathway Commons lists: Nanoparticle Tracking Analysis lists: Openlab lists: PLINK lists: PAUP lists: NONMEM lists: PREFAB lists: NetworkX lists: PeptideProphet lists: Primer Designer lists: PhyML lists: PASS lists: PyMOL lists: PSIPRED lists: PROFILER lists: PHYLIP lists: Phobius lists: Prime lists: Phyutility lists: Picard lists: ProteinProphet lists: Phaser lists: ProSAS lists: PostgreSQL lists: Primer-BLAST lists: ProteinLynx Global Server lists: QUANTO lists: Primer Express lists: Primer3Plus lists: ProtTest lists: ProbCons lists: Primer3 lists: Poretools lists: Protein preparation Wizard lists: QmRLFS-finder lists: PicTar lists: RevMan lists: Pipeline Pilot lists: QIIME lists: PRISMA lists: REDCap lists: RAxML lists: Proteome Discoverer lists: Research Randomizer lists: SPARTAN lists: SPSS lists: RNAstructure lists: Refmac lists: QuantPrime lists: Prodigal lists: RepeatModeler lists: Ringo lists: SQLite lists: SAGE lists: Rhinoceros lists: SAMTOOLS lists: SPAdes lists: RepeatMasker lists: SEDFIT lists: STATISTICA lists: RNAhybrid lists: SlideBook lists: STRUCTURE lists: SABmark lists: SPM lists: Stata lists: RStudio lists: SciPy lists: Scion Image lists: Simulink lists: TAGGER lists: TopHat lists: SAM lists: ShortRead lists: SIFT lists: SCAN lists: SignalP lists: Scopus lists: Strelka2 lists: Trans-ABySS lists: Statgraphics Centurion lists: T-Coffee lists: Statistical Analysis System lists: TargetScan lists: UCHIME lists: Sequencher lists: SigmaStat lists: UCSC Genome Browser lists: affy lists: Taverna lists: MBF BioScience: Stereo Investigator lists: Trimmomatic lists: Vmatch lists: WFU PickAtlas lists: SigmaPlot lists: X!Tandem lists: STAR lists: TASSEL lists: SyStat lists: WEBLOGO lists: UCSF Chimera lists: TreeView lists: pheatmap lists: WinWCP lists: microRNA.org lists: glmnet lists: Phenix.refine lists: BASE lists: beadarray lists: RMS lists: lumi lists: Web of Science lists: minfi lists: geNORM lists: WU-BLAST lists: WinBUGS lists: SPP lists: tRNAscan-SE lists: WebPlotDigitizer lists: qBasePLUS lists: Matplotlib lists: TreeBASE lists: pClamp lists: TBLASTN lists: igraph lists: V3D lists: survival lists: miRanda lists: piRNABank lists: topGO lists: NGmerge lists: OMNISEC lists: NOTUNG lists: OpenBUGS lists: Optimization Toolbox lists: ProgRes Capture Pro lists: Ocular lists: Umediation lists: Nano Measurer lists: PHYLDOG lists: VSEARCH lists: WinNonlin lists: WHONET lists: ToposPro lists: Treerecs lists: Agilent Seahorse Wave lists: SimPhy lists: TomoStudio lists: Mutation Assessor lists: Stem lists: SRAMP lists: CRISPResso2 lists: geepack lists: Evalue lists: DAGitty lists: FastMulRFS lists: ggridges lists: gamm4 lists: AutoRT lists: CopyKAT lists: Inference of CRISPR Edits lists: classInt lists: ASTRAL-Pro lists: maftools lists: mitml lists: CMplot lists: MetaPSICOV lists: LaCyTools lists: MADOKA lists: Kaplan Meier Plotter lists: IntFOLD lists: ModFOLD lists: lDDT has parent organization: University of Texas at Austin; Texas; USA |
Sloan Foundation | DOI:10.1002/asi.24454 | Free, Available for download, Freely available | https://github.com/softcite/softcite_dataset_v2, https://zenodo.org/record/7995565 | SCR_024411 | Software Citation | 2026-09-05 06:30:30 | 0 | ||||||
|
TomoMiner Resource Report Resource Website 1+ mentions |
TomoMiner (RRID:SCR_015045) | software resource, source code | Software platform for large-scale cryo electron subtomogram classification, alignment, and averaging. | analysis platform, cryo electron subtomogram, subtomogram classification, subtomogram alignment, subtomogram averaging, subtomogram analysis, bio.tools |
is listed by: bio.tools is listed by: Debian has parent organization: University of Southern California; Los Angeles; USA requires: Python Programming Language requires: NumPy requires: SciPy requires: LAPACK linear algebra library requires: Cython C-Extensions for Python |
Available for download | biotools:tomominer | https://bio.tools/tomominer | SCR_015045 | 2026-09-05 06:34:01 | 3 | ||||||||
|
IPython Resource Report Resource Website 100+ mentions |
IPython (RRID:SCR_001658) | IP(y) | software resource | A web-based interactive computational environment where you can combine code execution, text, mathematics, plots and rich media into a single document. It offers a comprehensive library on top of which more sophisticated systems can be built. The project provides an enhanced interactive environment that includes support for data visualization and facilities for distributed and parallel computation. | publication, authoring tool, rich media, parallel computing, data visualization, python, computing, notebook |
is listed by: FORCE11 is related to: Python Programming Language is related to: IPython Notebook is related to: SciPy has parent organization: University of California at Berkeley; Berkeley; USA has parent organization: California Polytechnic State University; California; USA |
US Department of Energy DE-FG02-03ER25583; DOE-Oak Ridge National Laboratory 4000038129 |
Free, Available for download, Freely available | nlx_153939 | SCR_001658 | IPython Interactive Computing | 2026-09-05 06:24:37 | 354 | ||||||
|
Elephant Resource Report Resource Website 10+ mentions |
Elephant (RRID:SCR_003833) | Elephant, ElePhAnT | data analysis software, data processing software, software application, software resource, software toolkit | The Electrophysiology Analysis Toolkit (Elephant) is a Python library that provides a modular framework for the analysis of experimental and simulated neuronal activity data, such as spike trains, local field potentials, and intracellular data. Elephant builds on the Neo data model to facilitate usability, to enable interoperability, and to support data from dozens of file formats and network simulation tools. Its analysis functions are continuously validated against reference implementations and reports in the literature. Visualizations of analysis results are made available via the Viziphant companion library. Elephant aims to act as a platform for sharing analysis methods across the field. | electrophysiology, analysis, spike train, local field potential, python |
uses: Neo uses: NumPy uses: SciPy is used by: NetworkUnit has parent organization: NeuralEnsemble |
PMID:31449837 | Free, Available for download, Freely available | nlx_158148 | https://github.com/NeuralEnsemble/elephant | SCR_003833 | Elephant - Electrophysiology Analysis Toolkit, Electrophysiology Analysis Toolkit | 2026-09-05 06:25:09 | 30 | |||||
|
MNE software Resource Report Resource Website 100+ mentions |
MNE software (RRID:SCR_005972) | MNE | data analysis software, data processing software, data visualization software, software application, software resource, software toolkit | Software suite for processing magnetoencephalography and electroencephalography data. Open source Python software for exploring, visualizing, and analyzing human neurophysiological data including MEG, EEG, sEEG, ECoG . Implements all functionality of MNE Matlab tools in Python and extends capabilities of MNE Matlab tools to, e.g., frequency-domain and time-frequency analyses and non-parametric statistics. | Magnetoencephalography data processing, electroencephaography data processing, data analysis, eeg, meg, linux, mac osx, human neurophysiological data, statistics |
is listed by: NeuroImaging Tools and Resources Collaboratory (NITRC) is listed by: Debian is related to: MNE-BIDS is related to: MATLAB is related to: NumPy is related to: SciPy is related to: Matplotlib is related to: Mayavi: 3D Scientific Data Visualization and Plotting Software Project is related to: NiBabel |
European Research Council (ERC) StG-263584; NCRR P41 RR014075; NIBIB P41 EB015896; NIBIB R01 EB009048; NIDCD F32DC012456; NSF 0958669; NSF 1042134 |
PMID:24161808 PMID:24431986 |
Free, Available for download, Freely available | nlx_151346 | https://sources.debian.org/src/python3-mne/, http://www.nitrc.org/projects/mne, http://www.nmr.mgh.harvard.edu/martinos/ncrr/sofMNE.html, https://github.com/mne-tools/, https://mne.tools/ | SCR_005972 | Minimum Norm Current Estimates Software, Minimum Norm Current Estimates, MNE tools for MEG and EEG data analysis, MNE-Python | 2026-09-05 06:25:44 | 114 | ||||
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NumPy Resource Report Resource Website 5000+ mentions |
NumPy (RRID:SCR_008633) | software resource | NumPy is the fundamental package needed for scientific computing with Python. It contains among other things: * a powerful N-dimensional array object * sophisticated (broadcasting) functions * tools for integrating C/C and Fortran code * useful linear algebra, Fourier transform, and random number capabilities. Besides its obvious scientific uses, NumPy can also be used as an efficient multi-dimensional container of generic data. Arbitrary data-types can be defined. This allows NumPy to seamlessly and speedily integrate with a wide variety of databases. Sponsored by ENTHOUGHT | FASEB list |
is used by: PyDSTool is used by: Elephant is used by: Stimfit is used by: Sklearn is used by: Pingouin is related to: SciPy is related to: MNE software is related to: DE-Sim is required by: Wessim is required by: TomoMiner |
nif-0000-32013 | SCR_008633 | NumPy | 2026-09-05 06:26:25 | 8363 | |||||||||
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PyDSTool Resource Report Resource Website 10+ mentions |
PyDSTool (RRID:SCR_014771) | simulation software, software application, software resource, standalone software | Integrated simulation and analysis environment for dynamic systems models of physical systems. It supports symbolic math, optimization, phase plane analysis, continuation and bifurcation analysis, data analysis, and other tools for modeling. It is written in Python with some underlying C and Fortran legacy code. | integrated software, integrated analysis, model, simulation software, physical system, python |
uses: NumPy uses: SciPy |
DOI:10.1371/journal.pcbi.1002628 | Open source, Available for download, Acknowledgement requested | SCR_014771 | 2026-09-05 06:30:49 | 17 | |||||||||
|
DE-Sim Resource Report Resource Website |
DE-Sim (RRID:SCR_018770) | simulation software, software application, software resource | Software object oriented discrete event simulation tool for complex, data driven modeling. Open source, Python based object oriented discrete event simulation tool that makes it easy to use large, heterogeneous datasets and high level data science tools such as NumPy, Scipy, pandas, and SQLAlchemy to build and simulate complex computational models. | Object oriented, discrete event simulation, data driven modeling, oriented discrete event simulation, computation model simulation |
is related to: NumPy is related to: SciPy is related to: Pandas is related to: SIMULA has parent organization: Icahn School of Medicine at Mount Sinai; New York; USA |
Icahn Institute for Data Science and Genomic Technology ; NIGMS R35 GM119771; NSF 1649014 |
Free, Available for download, Freely available | SCR_018770 | Discrete Event Simulation, object oriented Discrete Event-Simulation tool | 2026-09-05 06:28:42 | 0 | ||||||||
|
Sklearn Resource Report Resource Website 100+ mentions |
Sklearn (RRID:SCR_019053) | software resource, software toolkit | Software Python package part of nonnegative matrix factorization NMF. Features various classification, regression and clustering algorithms including support vector machines, random forests, gradient boosting, k-means and DBSCAN, and is designed to interoperate with Python numerical and scientific libraries NumPy and SciPy. | Non negative matrix factorization, machine learning library, Python programming language |
uses: SciPy uses: NumPy is used by: peakachu |
Free, Available for download, Freely Available | https://github.com/scikit-learn/scikit-learn, https://scikit-learn.org/stable/ | SCR_019053 | Scikit-learn, scikits.learn | 2026-09-05 06:33:05 | 435 | ||||||||
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Python Programming Language Resource Report Resource Website 1000+ mentions |
Python Programming Language (RRID:SCR_008394) | programming language, software resource | Programming language for all operating systems that lets users work more quickly and integrate their systems more effectively. Often compared to Tcl, Perl, Ruby, Scheme or Java. Some of its key distinguishing features include very clear and readable syntax, strong introspection capabilities, intuitive object orientation, natural expression of procedural code, full modularity, exception-based error handling, high level dynamic data types, extensive standard libraries and third party modules for virtually every task, extensions and modules easily written in C, C (or Java for Python, or .NET languages for IronPython), and embeddable within applications as a scripting interface. | programming language |
is used by: SciPy is used by: Sumatra is used by: NetPyNE is used by: Wessim is used by: PhenVar is used by: cwltool is used by: kCSD-python is used by: Leginon is used by: DeepNeuro is used by: Phenograph is used by: XDSME is used by: ScaffMatch is used by: PS-Plant Framework is used by: HaTSPiL is used by: SwiftOrtho is used by: ROSE is used by: PyRosetta is used by: PyMC3 is related to: IPython is related to: An Open-Source MATLAB-to-Python Compiler is related to: Cython C-Extensions for Python is related to: Neuroimaging in Python is related to: IPython Notebook is related to: LFPy is related to: CCTop is related to: PPR-Meta is related to: CCPN Analysis is related to: rnaQUAST is related to: MITE-Tracker is related to: COsleep is related to: Anima scripts is related to: Scikit-Criteria is related to: Haystack is related to: mzStudio is required by: TomoMiner is required by: Short Read Sequence Typing for Bacterial Pathogens is required by: VAPPER |
Free, Public, Freely available | nif-0000-30053 | SCR_008394 | Python3, Python | 2026-09-05 06:32:40 | 2849 |
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The NIDDK Information Network (dkNET) serves the needs of basic and clinical investigators by providing seamless access to large pools of data and research resources relevant to the mission of The National Institute of Diabetes Digestive and Kidney Diseases (NIDDK). dkNET is hosted at University of California San Diego, and is supported by NIH NIDDK grant U24DK097771.
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