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+ ---
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+ sdk: docker
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+ colorFrom: red
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+ ---
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+ # CausalBox: A Causal Inference Toolkit
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+ This Hugging Face Space hosts the CausalBox application, a comprehensive toolkit for causal inference.
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+ It features:
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+ - Data Preprocessing
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+ - Causal Graph Discovery (PC Algorithm, etc.)
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+ - Interactive Causal Graph Visualization
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+ - Do-Calculus Engine for Interventions
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+ - Treatment Effect Estimation (ATE, CATE)
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+
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+ ## How to use:
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+ 1. Upload your CSV dataset or use the provided sample data.
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+ 2. Discover the causal graph from your data.
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+ 3. Visualize the learned causal structure.
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+ 4. Experiment with interventions using the Do-Calculus engine.
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+ 5. Estimate treatment effects for key variables.
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+
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+ ## Technical Details:
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+ - **Frontend:** Streamlit
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+ - **Backend:** Flask API for causal inference computations
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+ - **Deployment:** Docker on Hugging Face Spaces with Nginx as a reverse proxy.
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+ For more details, check out the source code in the repository.