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README.md
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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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## 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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## 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.
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