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SciCrunch Registry is a curated repository of scientific resources, with a focus on biomedical resources, including tools, databases, and core facilities - visit SciCrunch to register your resource.

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Resource Name Proper Citation Abbreviations Resource Type Description Keywords Resource Relationships Related Condition Funding Defining Citation Availability Specification URL Alternate IDs Alternate URLs Old URLs Parent Organization Resource ID Synonyms Record Last Update Mentions Count
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 2026-08-05 10:45:01 2373
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 2026-08-01 12:01:46 341
rnaQUAST
 
Resource Report
Resource Website
1+ mentions
rnaQUAST (RRID:SCR_016994) data processing software, software application, software resource Software tool for evaluating RNA-Seq assembly quality and benchmarking transcriptome assemblers using reference genome and gene database. Capable to estimate gene database coverage by raw reads and de novo quality assessment using third party software. evaluation, quality, RNA-Seq, assembly, data, transcriptome, assembler, reference, genome, gene, database, raw, read, , bio.tools uses: BUSCO
is listed by: Debian
is listed by: bio.tools
is related to: rnaSPAdes
is related to: Python Programming Language
is related to: SPAdes
EMC Research and Development Department ;
St. Petersburg State University ;
Russia
PMID:27153654 Free, Available for download, Freely available biotools:rnaQUASt https://bio.tools/rnaQUAST SCR_016994 2026-08-04 09:44:02 3
ROSE
 
Resource Report
Resource Website
50+ mentions
ROSE (RRID:SCR_017390) ROSE data processing software, software application, software resource To create stitched enhancers, and to separate super enhancers from typical enhancers using sequencing data given file of previously identified constituent enhancers . Stitched, enhancer, separate, super, sequencing, data, file, identified, previously, constituent uses: SAMTOOLS
uses: Python Programming Language
Free, Freely available SCR_017390 Rank Ordering of Super Enhancers, RANK ORDERING OF SUPER-ENHANCERS 2026-08-04 09:44:09 56
PyRosetta
 
Resource Report
Resource Website
10+ mentions
PyRosetta (RRID:SCR_018541) software application, standalone software, software resource Interactive Python based interface to Rosetta molecular modeling suite. Stand alone Python based implementation of Rosetta molecular modeling package that allows users to write custom structure prediction and design algorithms using major Rosetta sampling and scoring functions. Molecular modeling, custom structure prediction, design algorithm, energy function, scoring function, bio.tools uses: Python Programming Language
is listed by: bio.tools
is listed by: Debian
is related to: Rosetta
has parent organization: Johns Hopkins University; Maryland; USA
NIGMS R01 GM73151;
NIGMS R01 GM078221;
NSF 0846324
PMID:20061306 Free, Freely available biotools:pyrosetta https://bio.tools/pyrosetta SCR_018541 Python Rosetta 2026-08-04 09:44:21 20
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 2026-08-04 09:42:05 12935
NetPyNE
 
Resource Report
Resource Website
10+ mentions
NetPyNE (RRID:SCR_014758) data processing software, software application, data analysis software, software resource, network analysis software Software Python package for simulation and analysis of neuronal networks using the NEURON simulator.Used to facilitate development, parallel simulation, analysis, and optimization of biological neuronal networks. Simulation, analysis, neuronal, network, NEURON, simulator, BRAIN Initiative uses: Python Programming Language
is recommended by: BRAIN Initiative
works with: NEURON
NIBIB EB022903 DOI:10.7554/eLife.44494.001 Free, Available for download, Freely available http://www.neurosimlab.org/netpyne/overview.html SCR_014758 Network development Python package for NEURON 2026-08-05 10:46:11 26
Leginon
 
Resource Report
Resource Website
10+ mentions
Leginon (RRID:SCR_016731) data or information resource, data processing software, data repository, portal, data acquisition software, image acquisition software, software application, software resource, storage service resource, service resource System designed for automated collection of images from a transmission electron microscope. automated, collection, acquisition, data, image, electron, microscope uses: Python Programming Language
has parent organization: Scripps Research Institute
NCRR RR17573;
NIGMS GM61939;
NSF DBI0352386;
NSF DBI9730056;
NSF DBI9904547
PMID:15890530 Free, Available for download, Freely available, Registration suggested SCR_016731 2026-08-05 10:46:44 42
XDSME
 
Resource Report
Resource Website
10+ mentions
XDSME (RRID:SCR_016943) xdsme data processing software, software application, software toolkit, software resource, image processing software Software package of python scripts made to simplify the processing of crystal diffraction images. simplify, processing, crystal, diffraction, image, data, XDS uses: Python Programming Language
works with: XDS Program Package
Free, Available for download, Freely available SCR_016943 XDSME, X-ray Detector Software Made Easier, XDS Made Easier 2026-08-05 10:46:41 14
VAPPER
 
Resource Report
Resource Website
1+ mentions
VAPPER (RRID:SCR_016993) VAPPER software resource, data processing software, software application, data analysis software Software tool for analysis of variant antigens in African trypanosomes. Used for quantitative analysis of antigenic diversity in systems data of genomes, transcriptomes, and proteomes, called Variant Antigen Profiling to understand how antigenic diversity relates to clinical outcome, how antigen genes may be used as epidemiological markers of virulence, and in measuring gene expression during experimental infections. variant, antigen, profiling, data, genome, transcriptome, proteome, gene, expression, infection, Trypanosoma, bio.tools is listed by: Debian
is listed by: bio.tools
requires: Python Programming Language
Free, Available for download, Freely available biotools:VAPPER https://bio.tools/VAPPER SCR_016993 VAP, VariantAntigenProfilingPER 2026-08-05 10:46:47 1
PPR-Meta
 
Resource Report
Resource Website
1+ mentions
PPR-Meta (RRID:SCR_016915) data processing software, software application, sequence analysis software, data analysis software, software resource Software tool to identify metagenomic sequences of phages, chromosomes or plasmids. Used for identifying phages and plasmids from metagenomic fragments using deep learning., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025. identify, metagenomic, sequence, phage, chromosome, plasmid, fragment, machine, learning is related to: Python Programming Language
is related to: MATLAB
is related to: tensorflow
THIS RESOURCE IS NO LONGER IN SERVICE https://github.com/zhenchengfang/PPR-Meta SCR_016915 2026-08-05 10:46:40 4
mzStudio
 
Resource Report
Resource Website
1+ mentions
mzStudio (RRID:SCR_017088) data processing software, software application, data visualization software, data analysis software, software resource Software tool for proteomics data analysis, visualization, and notebook application. Dynamic digital canvas for user driven interrogation of mass spectrometry data. Operating system Unix/Linux, Windows. proteomic, data, analysis, visualization, notebooking, mass, spectrometry, modification, gas, phase, fragmentation, behavior is listed by: OMICtools
is related to: Python Programming Language
NCI CA188881;
NCI CA178860;
NCI CA042368;
Dana-Farber Strategic Research Initiative ;
Barr Program in Basic Research ;
Honorable Tina Brozman Foundation for Ovarian Cancer Research ;
Michael J. Fox Foundation
PMID:28763045 Free, Available for download, Freely available OMICS_26946 https://omictools.com/mzstudio-tool SCR_017088 2026-08-05 10:46:49 1
Wessim
 
Resource Report
Resource Website
1+ mentions
Wessim (RRID:SCR_002567) data processing software, software application, simulation software, data analysis software, sequence analysis software, software resource Software simulator for a targeted resequencing generally known as exome sequencing. Wessim generates a set of artificial DNA fragments for next generation sequencing (NGS) read simulation. resequencing simulator, artificial dna fragments, exome sequencing, next generation sequencing, ngs, python uses: Python Programming Language
is listed by: OMICtools
requires: SAMTOOLS
requires: NumPy
requires: GemSIM
PMID:23413434 Free, Available for download, Freely available OMICS_00259 SCR_002567 2026-08-05 10:43:38 3
Cython C-Extensions for Python
 
Resource Report
Resource Website
100+ mentions
Cython C-Extensions for Python (RRID:SCR_008466) software resource Cython is a language that makes writing C extensions for the Python language as easy as Python itself. Cython is based on the well-known Pyrex, but supports more cutting edge functionality and optimizations. The Cython language is very close to the Python language, but Cython additionally supports calling C functions and declaring C types on variables and class attributes. This allows the compiler to generate very efficient C code from Cython code. This makes Cython the ideal language for wrapping external C libraries, and for fast C modules that speed up the execution of Python code. Sponsor. Google and Enthought funded Dag Seljebotn to greatly improve Cython integration with NumPy. Kurt Smith and Danilo Freitas were funded through the Google Summer of Code program to work on improved Fortran and C support respectively. is related to: Python Programming Language
is required by: TomoMiner
nif-0000-30401 SCR_008466 Cython 2026-08-01 12:03:45 135
DeepNeuro
 
Resource Report
Resource Website
1+ mentions
DeepNeuro (RRID:SCR_016911) software toolkit, software resource Software Python package for neuroimaging data. Framework to design and train neural network architectures. Used in medical imaging community to ensure consistent performance of networks across variable users, institutions, and scanners. Design and train neural network architectures, medical imaging, neuroimaging data, neuroimaging uses: Python Programming Language
is related to: Massachusetts General Hospital
has parent organization: Harvard University; Cambridge; United States
NIDA T90 DA022759;
NIDA R90 DA023427;
NIH Blueprint for Neuroscience Research ;
NIBI ;
NIBIB T32 EB1680;
NCI U01 CA154601;
NCI U24 CA180927;
NCI U24 CA180918;
NIBIB P41 EB015896
PMID:32578020 Free, Available for download, Freely available SCR_016911 2026-08-02 09:07:34 2
PyMC3
 
Resource Report
Resource Website
50+ mentions
PyMC3 (RRID:SCR_018547) software toolkit, software resource Software Python package for Bayesian statistical modeling and probabilistic machine learning which focuses on advanced Markov chain Monte Carlo and variational fitting algorithms. Allows model specification directly in Python code. Bayesian statistical modeling, probabilistic machine learning, advanced Markov chain Monte Carlo, variational fitting algorithm, model specification, Python code uses: Python Programming Language DOI:10.7717/peerj-cs.55 Free, Freely available SCR_018547 2026-08-02 09:07:49 64
LFPy
 
Resource Report
Resource Website
10+ mentions
LFPy (RRID:SCR_014805) software resource, source code Python package for calculation of extracellular potentials from multicompartment neuron models. LFPy can be used to set up a model, run simulations, and calculate the extracellular potentials arising from activity in the given model neuron. It relies on the Python interface provided by the NEURON simulator. python, extracellular potential, neuron, model, simulator uses: NEURON
is related to: Python Programming Language
PMID:24474916
DOI:10.3389/fninf.2013.00041
Open source, Available for download SCR_014805 2026-08-03 09:35:53 33
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 2026-08-03 09:35:59 3
kCSD-python
 
Resource Report
Resource Website
1+ mentions
kCSD-python (RRID:SCR_015777) software resource, source code Source code for the Python implementation of the kernel Current Source Density method. The method operates in one-, two-, and three-dimensional space to perform nonparametric estimation of transmembrane current sources from local field potentials recorded from arbitrarily distributed electrodes. kernel current source density, 1d, 2d, 3d, python, local field potential, transmembrane current source uses: Python Programming Language PMID:22091662 Free, Available for download SCR_015777 kernel current source density method - python, kCSD inverse method, Kernel Current Source Density Method 2026-08-03 09:36:13 7
ScaffMatch
 
Resource Report
Resource Website
1+ mentions
ScaffMatch (RRID:SCR_017025) data processing software, software application, software resource Software tool as scaffolding algorithm based on maximum weight matching able to produce high quality scaffolds from next generation sequencing data (reads and contigs). Able to handle reads with both short and long insert sizes. scaffolding, algorithm, maximum, weight, matching, next, generation, sequencing, data, read, contig, bio.tools uses: Python Programming Language
is listed by: OMICtools
is listed by: Debian
is listed by: bio.tools
has parent organization: Georgia State University; Georgia; USA
NSF IIS 0916401 PMID:25890305 Free, Available for download, Freely available biotools:scaffmatch, OMICS_08198 http://alan.cs.gsu.edu/NGS/?q=content/scaffmatch, https://bio.tools/scaffmatch SCR_017025 2026-08-04 09:44:03 1

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