Taipy
Build Python Data & AI web applications
What is Taipy?
Taipy is an open-source Python library for building your Data & AI web application front-end & back-end. Designed for Python web developers and Data Scientists, no knowledge of web development is required! Try it now : $pip install taipy
Pros & Cons
Pros
- Rapid development
- Full-stack development
- Helpful documentation
- Easy to use
- No web development knowledge required
- Complex data handling
- Data-driven applications
- Front-end components
- Markdown support
- Customizable UI
- Flexible platform
- HTML/CSS components
- Scenario management
Cons
- Lacks extensive online documentation
- Limited styling and animation libraries
- Slow re-rendering
- Uploading glitch
Tool Details
| Categories | UI frameworks, Databases and backend frameworks, AI Infrastructure Tools |
|---|---|
| Website | taipy.io |
| Became Popular | July 25, 2023 |
| Platforms | Web |
| Social | Twitter · LinkedIn · GitHub |
Recent Reviews (7)
Using Taipy in our recent ML project was a game-changer. It allowed us to seamlessly integrate complex data processing with an intuitive user interface, all within Python. The platform's flexibility meant we could adapt quickly to project needs without getting bogged down in technical web development details. Taipy's efficient scenario management also made handling large datasets a breeze, significantly cutting down on development time. It's a standout tool for anyone looking to bring sophisticated data-driven applications to deployment quickly and efficiently. Definitely go through its thorough documentation.
I think taipy is really great! As someone just trying to get a python web app up and running, deploy some algorithms, it’s a really good way to do this without worrying too much about the front end framework. I especially like the fact that I can customize the front end with HTML or CSS *if* I wanted to. The documentation is pretty good too, just missing a few examples, but the bulk of what you need is there.
As someone who has more focus on front-end development and little back-end, Taipy is convenient when I need to do full-stack apps. I wish Taipy had more styling and animation libraries for front-end, though it had some ready-to-use components such as input fields and buttons. But if you want to build a web app really quick Taipy might be a good choice.
Taipy is the perfect tool for full-stack developers. It allows for the quick setup of both a backend and frontend for your program in a way that looks elegant and effective. Only issue I encountered is that, due to its recency, it lacks a lot of documentation on its uses over the internet, however the Taipy website contains plenty of helpful pages teaching you how to use the framework
Nice and clean UI turned out really effective for me really effective for me. It was overall a great great experience. As a suggestion I'd say that taipy cloud has some uploading glitch and re-rendering of the page is relatively slow. Overall, it left me with a positive first impression.
Used Taipy for a hackathon competition and found it easy to use and learn in that short time. I have a little front end experience with React but otherwise very little and found Taipy easy to use and understand for the neural network page I collaborated on for the competition.
I use Taipy as a way to create UI in python for my colleagues. It is a great tool for displaying complexe data (agronomical data in my case) and letting the user manipulate it autonomously. I'm still working on it, but it already looks very promising.
Frequently Asked Questions about Taipy
When did Taipy become popular?
Taipy became popular around July 25, 2023.
What are the main advantages of using Taipy?
The top advantages of Taipy include: rapid development, full-stack development, helpful documentation, easy to use, no web development knowledge required.
What are the disadvantages of Taipy?
Some reported disadvantages of Taipy include: lacks extensive online documentation, limited styling and animation libraries, slow re-rendering, uploading glitch.
What is Taipy's overall user rating?
Taipy has an overall rating of 4.6/5 based on 7 user reviews.
What type of tool is Taipy?
Taipy belongs to the following categories: UI frameworks, Databases and backend frameworks, AI Infrastructure Tools.
Related UI frameworks Tools
Related Databases and backend frameworks Tools
Related AI Infrastructure Tools Tools
Compare Taipy :
Don't Get Fooled by Fake Social Media Videos
The world's first fact checker for social media. Paste any link and get an instant credibility score with sources.
Try FactCheckTool Free