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http://ompc.juricap.com

OMPC aims to enable reuse of the huge open and free code base of MATLAB on a free and faster growing Python platform. Running Python and MATLAB in a single interpreter avoids issues with running two separate applications. Python adds general purpose programming libraries to the convenient syntax of the language of technical computing. OMPC is not an interpreter, it lets Python to do the work. This means that if Python gets faster OMPC gets faster too. OMPC translates the m-files preserving the structure of the original programs as much as possible. Although OMPC comes with a library that emulates the features of numerical array of MATLAB there is nothing that will stop you from running the translated code the way you like it. This means that you could run the OMPC generated code on IronPython, Jython, PyPy or whatever else if you write your own numerical class. Sponsors: This resource is supported by RIKEN Brain Science Institute.

Proper citation: An Open-Source MATLAB-to-Python Compiler (RRID:SCR_008409) Copy   

•   Source: SciCrunch Registry

http://cython.org/

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.

Proper citation: Cython C-Extensions for Python (RRID:SCR_008466) Copy   

•   Source: SciCrunch Registry

http://ipython.org/notebook.html

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.

Proper citation: IPython Notebook (RRID:SCR_013984) Copy   

•   Source: SciCrunch Registry

http://nipy.org

Community site to make brain imaging research easier that aims to build software that is clearly written, clearly explained, a good fit for the underlying ideas, and a natural home for collaboration.

Proper citation: Neuroimaging in Python (RRID:SCR_013141) Copy   

•   Source: SciCrunch Registry

http://neuralensemble.org/sumatra/

A software tool for managing and tracking projects based on numerical simulation or analysis to support reproducible research. It can be thought of as an automated electronic lab notebook for simulation/analysis projects. Sumatra consists of: a command-line interface, smt, for launching simulations/analyses with automatic recording of information about the context, annotating these records, linking to data files, etc.; a web interface with a built-in web-server, smtweb, for browsing and annotating simulation/analysis results; a LaTeX package and Sphinx extension for including Sumatra-tracked figures and links to provenance information in papers and other documents; and a Python API, on which smt and smtweb are based, that can be used in personalized scripts in place of using smt.

Proper citation: Sumatra (RRID:SCR_001381) Copy   

•   Source: SciCrunch Registry

https://github.com/mandricigor/ScaffMatch

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.

Proper citation: ScaffMatch (RRID:SCR_017025) Copy   

•   Source: SciCrunch Registry

https://github.com/common-workflow-language/cwltool

Reference implementation of the Common Workflow Language standards. It provides complete features and tools and comprehensive validation of CWL. The reference implementation consists of two packages. The cwltool package is the primary Python module containing the reference implementation in the cwltool module and console executable by the same name. The cwlref-runner package is optional and provides an additional entry point under the alias cwl-runner, which is the implementation-agnostic name for the default CWL interpreter installed on a host.

Proper citation: cwltool (RRID:SCR_015528) Copy   

•   Source: SciCrunch Registry

https://github.com/NCBI-Hackathons/PhenVar

Software tool used to generate a list of PubMed IDs to query and generate associations between publications. It utilizes a local SQLite cache in a configurable location to keep a local copy of relevant SRIDs, PMIDs, and the Abstract sections for the PMIDs.

Proper citation: PhenVar (RRID:SCR_015515) Copy   

•   Source: SciCrunch Registry

https://github.com/QTIM-Lab/DeepNeuro

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.

Proper citation: DeepNeuro (RRID:SCR_016911) Copy   

•   Source: SciCrunch Registry

https://docs.pymc.io/

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.

Proper citation: PyMC3 (RRID:SCR_018547) Copy   

•   Source: SciCrunch Registry

http://scikit-criteria.org/en/latest/

Software tool as collection of Multiple Criteria Decision Analysis methods integrated into scientific Python stack.

Proper citation: Scikit-Criteria (RRID:SCR_017084) Copy   

•   Source: SciCrunch Registry

https://github.com/lucapinello/Haystack

Software suite of computational tools implemented in Python to study epigenetic variability, cross cell type plasticity of chromatin states and transcription factors motifs providing mechanistic insights into chromatin structure, cellular identity and gene regulation. Epigenetic variability and transcription factor motifs analysis pipeline.

Proper citation: Haystack (RRID:SCR_017087) Copy   

•   Source: SciCrunch Registry

https://github.com/Inria-Visages/Anima-Scripts-Public

Open source scripts for medical image processing. Provides set of scripts in Python shell. These scripts use essentially tools from Anima to perform more complex series like image preprocessing, model estimation, atlas creation.

Proper citation: Anima scripts (RRID:SCR_017072) Copy   

•   Source: SciCrunch Registry

https://github.com/dodomorandi/hatspil

Software Python tool for high throughput sequencing analysis, focused on high reliability, modularity and customisability.

Proper citation: HaTSPiL (RRID:SCR_017059) Copy   

•   Source: SciCrunch Registry

https://github.com/Frederik-D-Weber/cosleep

Software Python tool for sleep EEG analysis. Used for Closed and Open loop in Slow Ocillations, Sleep Stimulation in Auditory or Recording in full PSG using OpenBCI Cyton.

Proper citation: COsleep (RRID:SCR_017053) Copy   

•   Source: SciCrunch Registry

https://www.ccpn.ac.uk/v2-software/software/analysis

Software package for interactive NMR spectrum visualization, resonance assignment and data analysis. Graphical elements allow to enter information and to view status of data and library functions manipulate the CCPN data model objects to record the scientific information. Software is cross platform and works on Linux, Mac OSX, Windows and Unix.

Proper citation: CCPN Analysis (RRID:SCR_016984) Copy   

•   Source: SciCrunch Registry

https://github.com/INTABiotechMJ/MITE-Tracker

Open source software tool for identifying miniature inverted repeat transposable elements in large genomes. Used to process large scale genomes, to find and classify MITEs using an efficient alignment strategy to retrieve nearby inverted repeat sequences.

Proper citation: MITE-Tracker (RRID:SCR_017030) Copy   

•   Source: SciCrunch Registry

https://github.com/g2-bernotas/PS-Plant-Framework

Software tool as end to end software for data acquisition, processing, and result extraction of Arabidopsis thaliana growth. Framework uses photometric stereo based 3D imaging system with computer vision and deep learning for tracking and quantifying both plant growth and movement parameters.

Proper citation: PS-Plant Framework (RRID:SCR_017032) Copy   

•   Source: SciCrunch Registry

https://github.com/Rinoahu/SwiftOrtho

Software tool for orthology analysis to identify orthologs, paralogs and co orthologs for genomes. Used to perform homology classification across genomes of different species in large genomic datasets.

Proper citation: SwiftOrtho (RRID:SCR_017122) Copy   

•   Source: SciCrunch Registry

https://github.com/katholt/srst2

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.

Proper citation: Short Read Sequence Typing for Bacterial Pathogens (RRID:SCR_015870) Copy   

•   Source: SciCrunch Registry