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N-Dimensional Array Libraries

Libraries that provide data structures and operations for efficient manipulation of multi-dimensional arrays, supporting scientific computing, data analysis, and numerical operations across various dimensions.

6 projects

5,703 contributors

$182M

xarray

Xarray is a Python library that introduces labeled arrays and datasets, extending NumPy's capabilities by adding coordinates, dimensions, and attributes to N-dimensional arrays. It enables working with multi-dimensional data by providing data structures and operations for labeled arrays, making it particularly useful for scientific computing and analysis of structured data like climate and weather data.

Contributors

2,981

Organizations

705

Software value

$6.6M

ITK

ITK (Insight Toolkit) is an open-source, cross-platform library providing an extensive suite of software tools for image analysis, focusing on medical image processing and registration. It offers algorithms for segmentation, registration, filtering, and analysis of multi-dimensional scientific images.

Contributors

957

Organizations

148

Software value

$77M

Zarr

Zarr is a format and library for chunked, compressed N-dimensional arrays, designed for efficient storage and access of large scientific datasets. It provides a Python implementation with support for cloud storage, parallel computing, and hierarchical organization of arrays.

Contributors

825

Organizations

292

Software value

$1.5M

Mantid

Mantid (Manipulation and Analysis Toolkit for Instrument Data) is a scientific software framework for processing and analyzing neutron and muon scattering data from large-scale facilities. It provides tools for data reduction, visualization, and analysis used by scientists at neutron and muon sources worldwide.

Contributors

601

Organizations

41

Software value

$93M

PDL (Perl Data Language)

Scientific computing with Perl

Contributors

191

Organizations

31

Software value

$2.5M

Scilpy

Scilpy is a Python library for diffusion MRI analysis and tractography processing, providing tools and utilities for medical image processing, fiber tracking, and brain connectivity analysis

Contributors

148

Organizations

11

Software value

$2.1M

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