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Conformal_classification ⭐ 159

Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).

📦 Non-parametric Causal Effects Based on Modified Treatment Policies 🔮

Perform inference on algorithm-agnostic variable importance

Perform inference on algorithm-agnostic variable importance in Python

Causalglm ⭐ 11

Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning

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