3 open source projects by d909b

Causal Explanation (CXPlain) is a method for explaining the predictions of any machine-learning model.

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python deep-learning machine-learning interpretability

💉📈 Dose response networks (DRNets) are a method for learning to estimate individual dose-response curves for multiple parametric treatments from observational data using neural networks.

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python r shell machine-learning deep-learning neural-networks causal-inference

3. perfect match

➕➕ Perfect Match is a simple method for learning representations for counterfactual inference with neural networks.

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python r shell machine-learning deep-learning neural-networks causal-inference

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