ITK VS D3.js

ITK

ITK is an open-source, cross-platform library that provides developers with an extensive suite of software tools for image analysis.

D3.js

D3.js is a JavaScript library for manipulating documents based on data. D3 helps you bring data to life using HTML, SVG, and CSS.

Landing page //
2022-03-11

Landing page //
2023-07-11

D3 allows you to bind arbitrary data to a Document Object Model (DOM), and then apply data-driven transformations to the document. For example, you can use D3 to generate an HTML table from an array of numbers. Or, use the same data to create an interactive SVG bar chart with smooth transitions and interaction.

D3 is not a monolithic framework that seeks to provide every conceivable feature. Instead, D3 solves the crux of the problem: efficient manipulation of documents based on data. This avoids proprietary representation and affords extraordinary flexibility, exposing the full capabilities of web standards such as HTML, SVG, and CSS. With minimal overhead, D3 is extremely fast, supporting large datasets and dynamic behaviors for interaction and animation. D3’s functional style allows code reuse through a diverse collection of official and community-developed modules.

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D3.js videos

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Data Visualization with D3.js - Full Tutorial Course

Category Popularity

0-100% (relative to ITK and D3.js)

ITK

D3.js

Data Science And Machine Learning

100 100%

Data Science And Machine Learning

0% 0

Charting Libraries

0 0%

Charting Libraries

100% 100

Python Tools

100 100%

Python Tools

0% 0

Data Visualization

0 0%

Data Visualization

100% 100

User comments

Share your experience with using ITK and D3.js. For example, how are they different and which one is better?

Reviews

These are some of the external sources and on-site user reviews we've used to compare ITK and D3.js

ITK Reviews

Top 8 Image-Processing Python Libraries Used in Machine Learning

ITK or Insight Segmentation and Registration Toolkit is an open-source platform that is widely used for Image Segmentation and Image Registration (a process that overlays two or more images).

Source: neptune.ai

D3.js Reviews

6 JavaScript Charting Libraries for Powerful Data Visualizations in 2023

Depending on your requirements, the best JavaScript library is D3.js, as it’s by far the most customizable. However, it’s also really complex and difficult to master. Plus, it’s not as compatible with TypeScript as it is with JavaScript, which can be off-putting for some developers. If you’d prefer a less complex library that you can use with TypeScript, ECharts, and...

Source: embeddable.com

15 JavaScript Libraries for Creating Beautiful Charts

When we think of charting today, D3.js is the first name that comes up. Being an open source project, D3.js definitely brings many powerful features that were missing in most of the existing libraries. Features like dynamic properties, Enter and Exit, powerful transitions, and syntax familiarity with jQuery make it one the best JavaScript libraries for charting. Charts in...

Source: www.sitepoint.com

Top 20 Javascript Libraries

D3 stands for Data-Driven Documents. With D3, you can apply data-driven transformations to DOM objects. The keyword with D3 is ‘data-driven,’ which means documents are manipulated depending on the data received. Data can be received in any format and bound with DOM objects. D3 is very fast and supports dynamic behavior for animation and interactions. There are plenty of...

Source: hackr.io

20+ JavaScript libraries to draw your own diagrams (2022 edition)

D3.js is a JavaScript library for manipulating documents based on data. Right now, I would say is the most popular library of its kind.

Source: modeling-languages.com

15 data science tools to consider using in 2021

Another open source tool, D3.js is a JavaScript library for creating custom data visualizations in a web browser. Commonly known as D3, which stands for Data-Driven Documents, it uses web standards, such as HTML, Scalable Vector Graphics and CSS, instead of its own graphical vocabulary. D3's developers describe it as a dynamic and flexible tool that requires a minimum amount...

Source: searchbusinessanalytics.techtarget.com

Social recommendations and mentions

Based on our record, D3.js seems to be a lot more popular than ITK. While we know about 160 links to D3.js, we've tracked only 4 mentions of ITK. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

ITK mentions (4)

Create Elegant C++ Spatial Processing Pipelines in WebAssembly
The itkImage.h header is ITK's standard n-dimensional image data structure. - Source: dev.to / over 1 year ago
Welcome and guide first-time contributors with a GitHub Action
In this post, we review how the Insight Toolkit (ITK) leverages the first-interaction GitHub Action to communicate our appreciation of the efforts of first-time contributors, establish norms for behavior, and provide civil pointers on where to find more information. - Source: dev.to / over 1 year ago
How to raise the quality of scientific Jupyter notebooks
Jupyter has emerged as a fundamental component in artificial intelligence (AI) solution development and scientific inquiry. Jupyter notebooks are prevelant in modern education, commercial applications, and academic research. The Insight Toolkit (ITK) is an open source, cross-platform toolkit for N-dimensional processing, segmentation, and registration used to obtain quantitative insights from medical,... - Source: dev.to / over 1 year ago
Holy shit, it really seems to be working!
It also depends heavily on the toolchain. One of the first successful toolkits used to circumvent image-based security measures was ITK, originally a toolkit for medical image processing. That's not even using AI (at least back then). Here you build "piplines" by lego'ing together functions like building blocks, there are rules to it, but the sleek interface design make it very versatile. It was a nightmare to... Source: almost 2 years ago

D3.js mentions (160)

Implementing GraphRAG for Query-Focused Summarization
Interactive User Interface: Developing an interactive UI for visualizing the graph and its communities could make the summarization process more intuitive. Tools like D3.js or Cytoscape.js can be used to create dynamic visualizations. - Source: dev.to / 12 days ago
A visual guide to Vision Transformer – A scroll story
Yes this was done with a combination of GSAP Scrolltrigger https://gsap.com/docs/v3/Plugins/ScrollTrigger/ and https://d3js.org/. - Source: Hacker News / about 1 month ago
Full Stack Web Development Concept map
d3 - very power visualization library enabling dynamic visualizations. docs. - Source: dev.to / 2 months ago
Observable 2.0, a static site generator for data apps
Yep, Evidence is doing good work. We were most directly inspired by VitePress; we spent months rewriting both D3’s docs (https://d3js.org) and Observable Plot’s docs (https://observablehq.com/plot) in VitePress, and absolutely loved the experience. But we wanted a tool focused on data apps, dashboards, reports — observability and business intelligence use cases rather than documentation. Compared to Evidence, I’d... - Source: Hacker News / 3 months ago
What is the technology stack used to create these live charts?
They are images so it could be any number of things, datawrapper, charts.js, d3.js to name a few options. Source: 6 months ago