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statsmodels VS Material UI

Compare statsmodels VS Material UI and see what are their differences

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statsmodels logo statsmodels

Statsmodels: statistical modeling and econometrics in Python - statsmodels/statsmodels

Material UI logo Material UI

A CSS Framework and a Set of React Components that Implement Google's Material Design
  • statsmodels Landing page
    Landing page //
    2023-08-18
  • Material UI Landing page
    Landing page //
    2023-07-24

statsmodels features and specs

No features have been listed yet.

Material UI features and specs

  • Comprehensive Component Library
    Material UI offers a wide range of pre-built components that adhere to Google's Material Design guidelines, making it easier to build aesthetically pleasing user interfaces quickly.
  • Customizability
    Material UI components are highly customizable. Developers can easily adjust styles, themes, and behaviors to match specific project requirements.
  • Active Community and Support
    Material UI has a large and active community of developers. This means better support, frequent updates, and a wealth of resources like tutorials and documentation.
  • Improved Productivity
    The pre-built components and templates can greatly reduce the time and effort required to develop UI elements, thereby increasing development productivity.
  • Cross-Browser Compatibility
    Designed to work across multiple browsers, Material UI ensures a consistent user experience regardless of the platform.
  • Accessibility
    Material UI includes features that improve accessibility, conforming to WCAG guidelines to create more inclusive web applications.

Analysis of Material UI

Overall verdict

  • Material UI is considered a strong choice for developers who want to create applications with a modern and clean look, leveraging Google's Material Design principles. Its rich set of components and strong community support make it a reliable option for both small and large projects.

Why this product is good

  • Material UI (MUI) is a widely-used React component library that implements Google's Material Design guidelines, providing a consistent and modern aesthetic for web applications.
  • It offers a comprehensive set of customizable components, making it easier for developers to build responsive and visually appealing UIs.
  • MUI is well-documented and has a large community, which means plenty of third-party resources, tutorials, and support are available.
  • The library is continuously updated and maintained, ensuring compatibility with the latest versions of React and web standards.

Recommended for

  • Developers looking for a ready-to-use set of components adhering to Material Design, without sacrificing flexibility.
  • Projects requiring a quick development turnaround where a polished and professional UI is needed.
  • Teams that prefer not to spend extensive time on UI design and implementation while still achieving a high-quality look.

statsmodels videos

+ Add

Linear Regressions with StatsModels

More videos:

  • Review - Code review - Z Test using statsmodels
  • Review - Code Review: Analyse Training VAR statsmodels with a real world dataset

Material UI videos

+ Add

Getting Started With Material-UI For React (Material Design for React)

More videos:

  • Review - Code Review: react-material-ui-datatable

Category Popularity

0-100% (relative to statsmodels and Material UI)

statsmodels

Material UI

Development Tools
5 5%
Development Tools
95% 95
Design Tools
0 0%
Design Tools
100% 100
Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0
Developer Tools
2 2%
Developer Tools
98% 98

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare statsmodels and Material UI

statsmodels Reviews

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Material UI Reviews

  1. oliviertassinari
The Best Component Libraries for React, Next.js & Tailwind UI
A: Many high-quality component libraries are open-source and free to use, such as Material UI and Chakra UI. Some libraries offer premium components or themes for a fee, but the free versions are often sufficient for many projects.
Source: gist.github.com
15 Top Bootstrap Alternatives For Frontend Developers in 2024
One of the highlighting features of this framework like Bootstrap is that it is based on Google's Material Design, offering a variety of reusable components that can be incorporated as needed. A major drawback of Material UI is its limitation to only React-based components. Additionally, it uses CSS-in-JS (a technique of writing CSS styling in JavaScript), which may not be...
Source: coursesity.com
React UI Components Libraries: Our Top Picks for 2023
Material-UI (MUI) is a fully loaded UI component library that offers a comprehensive set of UI tools to create and deploy new features at speed. It is one of the most powerful and popular UI component libraries out there with over 3.2 million downloads on npm a week, 78k stars on GitHub, 17k+ followers on Twitter, and 2.4k+ open-source contributors.
Source: kinsta.com
Top React component libraries (2021 edition)
For support, there’s plenty of free options like the Material-UI community, Stack Overflow, and GitHub. Material points technical questions to Stack Overflow, where more than 12.5k questions have been posted. GitHub is used exclusively as a bugs and feature requests tracker. On the paid side, Material-UI suggests purchasing a Tidelift subscription which offers “flexibility...
Source: retool.com
Comparing popular React component libraries
Unlike Ant Design, Material-UI offers built-in methods to style components. makeStyles() is useful, especially when your code starts to get big; it helps you find the element to style more quickly and makes the code more readable. The downside is that readability may degrade as a component grows. But overall, Material-UI is a strong, highly customizable library.
Source: blog.logrocket.com

Social recommendations and mentions

Based on our record, Material UI seems to be a lot more popular than statsmodels. While we know about 75 links to Material UI, we've tracked only 4 mentions of statsmodels. 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.

statsmodels mentions (4)

  • [P] statsmodels.tsa.holtwinters.ExponentialSmoothing results in NaN forecasts and parameters when fitting on entire dataset using known parameters from training model.
    I reckon you're more likely to get a good response on their Github page than here. Unless a dev happens to see this post. Source: almost 3 years ago
  • How do you usually build your models?
    Since you are using python, pandas, scikit-learn, scipy, and statsmodels are what you are looking for. Source: about 3 years ago
  • Can we solve serverless cold starts?
    In case you're really worried about cold start latency and your application load shows high variance in the number of concurrent requests, you might want to get a bit fancier. You could use time-series forecasting to anticipate how many containers should be warmed at each point in time. StatsModels is an open-source project that offers the most common algorithms for working with time-series. Here's a good... - Source: dev.to / about 4 years ago
  • Advice required to choose appropriate software for an assignment
    Can't you get a student discount for Stata? R would definitely be able to handle everything. For Python, have a look through the statsmodel package https://github.com/statsmodels/statsmodels. Source: over 4 years ago

Material UI mentions (75)

  • Building Forms with zod and react-hook-form
    Material UI: Component library to style our form input fields. - Source: dev.to / over 2 years ago
  • Getting started with NextUI and Next.js
    These UI components and elements usually include Button, Navbar, Tooltip, Tab components, and more. Many UI libraries exist, including React Bootstrap, built on the popular Bootstrap CSS library, and Material-UI, one of the most popular UI component libraries for React. - Source: dev.to / over 2 years ago
  • Comparing React Component Libraries
    Material UI, the undisputed heavyweight champion on this list, was created according to Google’s Material Design guidelines. Launched in 2014, it currently has 71K stars, 23.9K forks, 2284 contributors, and 687K users on GitHub, indicating lots of active maintainers and a vibrant community. A large community also means that bugs are fixed faster. - Source: dev.to / about 3 years ago
  • How to overwrite Material UI tooltip inline styles?
    I am currently developing a React component that leverages the Material UI Tooltip component. Within my component, I need to manually re-position the Mui Tooltip via the root popper element (MuiTooltip-popper). Source: over 3 years ago
  • Get value of MenuItem material ui
    I'm using Material UI for Menu and Menu Item.I'm trying to get the value of a menu item, but it doesn't work. Source: over 3 years ago
View more

What are some alternatives?

When comparing statsmodels and Material UI, you can also consider the following products

Flutter - Build beautiful native apps in record time 🚀

Ant Design - An enterprise-class UI design language and React implementation with a set of high-quality React components, one of best React UI library for enterprises

python wiki - Component Libraries

Bootstrap - Simple and flexible HTML, CSS, and JS for popular UI components and interactions

Ionic - Ionic is a cross-platform mobile development stack for building performant apps on all platforms with open web technologies.

Chakra UI - Simple, modular and accessible UI components for your React applications.

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