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itkwidgets

科学数据的交互式Web可视化Python工具

itkwidgets是一个Python接口,用于在Web平台上实现多维图像、点集和几何的交互式可视化。它提供3D渲染、交互式探索和洞察生成等功能,支持Jupyter Notebook、Jupyter Lab和Google Colab等环境。该项目提供详细的安装指南和示例notebooks,便于用户可视化和分析复杂的科学数据。itkwidgets适用于医学影像、计算机视觉和数据科学等领域的研究和开发工作。

itkwidgets

Documentation Status Notebook tests DOI

ITKWidgets is an elegant Python interface for visualization on the web platform to interactively generate insights into multidimensional images, point sets, and geometry.

Hello 3D World

Getting Started

Environment Setup

The EnvironmentCheck.ipynb checks the environment that you are running in to make sure that all required dependencies and extensions are correctly installed. Ideally run first before any other notebooks to prevent common issues around dependencies and extension loading.

Installation

To install for all environments:

pip install 'itkwidgets[all]>=1.0a49'

Jupyter Notebook

To install the widgets for the Jupyter Notebook with pip:

pip install 'itkwidgets[notebook]>=1.0a49'

Then look for the ImJoy icon at the top in the Jupyter Notebook:

ImJoy Icon in Jupyter Notebook

Jupyter Lab

For Jupyter Lab 3 run:

pip install 'itkwidgets[lab]>=1.0a49'

Then look for the ImJoy icon at the top in the Jupyter Notebook:

ImJoy Icon in Jupyter Lab

Google Colab

For Google Colab run:

pip install 'itkwidgets>=1.0a49'

Example Notebooks

Example Notebooks can be accessed locally by cloning the repository:

git clone -b main https://github.com/InsightSoftwareConsortium/itkwidgets.git

Then navigate into the examples directory:

cd itkwidgets/examples

Usage

In Jupyter, import the view function:

from itkwidgets import view

Then, call the view function at the end of a cell, passing in the image to examine:

view(image)

For information on additional options, see the view function docstring:

view?

See the deployments section for a more detailed overview of additional notebook options as well as other ways to run and interact with your notebooks.

Learn more

Visit the docs for more information on supported notebooks and integrations.

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