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interactive-ml

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AmirhosseinHonardoust / The-Future-of-Interactive-ML

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An in-depth exploration of the rise of human-centered, interactive machine learning. This article examines how Streamlit enables collaborative AI design by merging UX, visualization, and automation. Includes theory, architecture, and design insights from the ML Playground project.

visualization python data-science machine-learning research ai scikit-learn plotly ux-design explainable-ai ai-ethics mlops human-centered-ai streamlit interactive-ml
  • Updated Nov 3, 2025

AmirhosseinHonardoust / ML-Playground-Autodetect

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A Streamlit-powered machine learning playground that automatically detects classification or regression tasks, builds pipelines with preprocessing, trains models interactively, and visualizes metrics using Plotly. Backward-compatible, fully responsive, and deployable on Streamlit Cloud or Docker.

python docker data-science machine-learning ai scikit-learn plotly regression data-visualization classification model-training auto-detect huggingface streamlit interactive-ml
  • Updated Nov 3, 2025
  • Python

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