Пакет: python3-dipy (1.9.0-8)

[ Источник: dipy  ]

Python library for the analysis of diffusion MRI datasets

DIPY is a software project for computational neuroanatomy. It focuses on diffusion magnetic resonance imaging (dMRI) analysis and tractography but also contains implementations of other computational imaging methods such as denoising and registration that are applicable to the greater medical imaging and image processing communities. Additionally, DIPY is an international project which brings together scientists across labs and countries to share their state-of-the-art code and expertise in the same codebase, accelerating scientific research in medical imaging.

Here are some of the highlights:

 - Reconstruction algorithms: CSD, DSI, GQI, DTI, DKI, QBI, SHORE
   and MAPMRI
 - Fiber tracking algorithms: deterministic and probabilistic
 - Native linear and nonlinear registration of images
 - Fast operations on streamlines (selection, resampling, registration)
 - Tractography segmentation and clustering
 - Many image operations, e.g., reslicing or denoising with NLMEANS
 - Estimation of distances/correspondences between streamlines and
   connectivity matrices
 - Interactive visualization of streamlines in the space of images

This package contains the Python 3 version.

Другие пакеты, относящиеся к python3-dipy

• dep: python3

  интерактивный высокоуровневый объектно-ориентированный язык (версия python3 по умолчанию)

• dep: python3-dipy-lib (>= 1.9.0-8)

  Python library for the analysis of diffusion MRI datasets -- Python3 extensions

• dep: python3-h5py (>= 3.1.0)

  general-purpose Python interface to hdf5

• dep: python3-nibabel

  Python3 bindings to various neuroimaging data formats

• dep: python3-numpy

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• dep: python3-packaging

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• dep: python3-scipy

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• dep: python3-tqdm

  fast, extensible progress bar for Python 3 and CLI tool

• dep: python3-trx-python

  implementation of the trx file-format for tractography data

• rec: python3-matplotlib

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• rec: python3-pandas

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• rec: python3-sklearn

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• rec: python3-tables

  Hierarchical database for Python3 based on HDF5

• rec: python3-vtk9

  Python bindings for VTK

• sug: python-dipy-doc

  Python library for the analysis of diffusion MRI datasets -- documentation

• sug: python3-boto3

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