パッケージ: python3-dipy (1.10.0-2)

python3-dipy に関するリンク

Debian の資源:

dipy ソースパッケージをダウンロード:

メンテナ:

外部の資源:

ホームページ [dipy.org]

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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.

その他の python3-dipy 関連パッケージ

依存

推奨

提案

enhances

dep: python3

interactive high-level object-oriented language (default python3 version)
dep: python3-dipy-lib (>= 1.10.0-2)

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

Fast array facility to the Python language (Python 3)
dep: python3-packaging

core utilities for python3 packages
dep: python3-scipy

scientific tools for Python 3
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

Python based plotting system in a style similar to Matlab
rec: python3-pandas

data structures for "relational" or "labeled" data
rec: python3-sklearn

Python modules for machine learning and data mining - Python 3
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

Amazon ウェブサービスへの Python インターフェース - Python 3.x

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