How do you create a beautiful interface for your machine learning or data science project?

Handmade from scratch?
Any good tools?

Sure there are incredible tools:

Beautiful ML & DS interfaces

Gradio
Quickly create customizable UI components around your ML models. By dragging-and-dropping in your own images, pasting your own text, recording your own voice & seeing what the model outputs.

@GradioML

https://t.co/X1NqsSZred
Beautiful ML & DS interfaces

Dash apps bring Python analytics to everyone with a point-&-click interface to models written in Python, R & Julia - vastly expanding the notion of what's possible in a traditional dashboard.

@plotlygraphs

https://t.co/XoaF8WY7FI
Beautiful ML & DS interfaces

Panel a high-level app and dashboarding solution for Python

Check https://t.co/SGwReysZdZ for inspiration

@MarcSkovMadsen

https://t.co/4ttKqlnpyZ
Beautiful ML & DS interfaces

H2O Wave is an open-source Python development framework that makes it fast and easy for data scientists, machine learning engineers, and software developers to develop real-time interactive AI apps.

https://t.co/v9uhz6kzq7
Beautiful machine learning interfaces

Streamlit
The fastest way to build and share data apps. Streamlit turns data scripts into shareable web apps in minutes.
All in Python. All for free. No front‑end experience required.

@streamlit

https://t.co/mb6AZJYzHY

More from All

You May Also Like

Tip from the Monkey
Pangolins, September 2019 and PLA are the key to this mystery
Stay Tuned!


1. Yang


2. A jacobin capuchin dangling a flagellin pangolin on a javelin while playing a mandolin and strangling a mannequin on a paladin's palanquin, said Saladin
More to come tomorrow!


3. Yigang Tong
https://t.co/CYtqYorhzH
Archived: https://t.co/ncz5ruwE2W


4. YT Interview
Some bats & pangolins carry viruses related with SARS-CoV-2, found in SE Asia and in Yunnan, & the pangolins carrying SARS-CoV-2 related viruses were smuggled from SE Asia, so there is a possibility that SARS-CoV-2 were coming from