Which makes Streamlit the next best Python tool for GUI development. Huggingface only allows Gradio and Streamlit apps (and static pages) on their platform. That way you can share your work with a wider audience and collect more feedback. You could also deploy your app on Huggingface spaces for free. Hence, feedback collection makes Gradio the perfect fit for ML app prototyping. Gradio will collect all the input values, the prediction, and other information.Īs most experienced data scientists know, building and deploying models is a highly iterative process. If the user finds the model prediction is off.
As data scientists, you often need to collect feedback from evaluators on your models.
What’s cool about Gradio is its ability to collect feedback. You can wrap each Python function in a Gradio interface and display its output on another widget.
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