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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:
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://github.com/gradio-app/gradio
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://github.com/gradio-app/gradio
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://plotly.com/dash
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://plotly.com/dash
Beautiful ML & DS interfaces
Panel a high-level app and dashboarding solution for Python
Check https://awesome-panel.org/gallery for inspiration
@MarcSkovMadsen
https://github.com/holoviz/panel
Panel a high-level app and dashboarding solution for Python
Check https://awesome-panel.org/gallery for inspiration
@MarcSkovMadsen
https://github.com/holoviz/panel
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://www.h2o.ai/products/h2o-wave
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://www.h2o.ai/products/h2o-wave
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://streamlit.io
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://streamlit.io
