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  1. NeuralCausalModels NeuralCausalModels Public

    Neural Causal Model (NCM) implementation by the authors of The Causal Neural Connection.

    Python 16 2

  2. NCMCounterfactuals NCMCounterfactuals Public

    Python 5 1

  3. FrontdoorAdjustmentSets FrontdoorAdjustmentSets Public

    Implementation of the algorithms for finding and listing Pearl's Front-door adjustment sets.

    Python 2

  4. PAGId PAGId Public

  5. EqualityConstraints EqualityConstraints Public

    Implementation of the algorithms for finding all equality constraints implied by a causal model.

  6. NeuralCausalAbstractions NeuralCausalAbstractions Public

    Implementation of the "Neural Causal Abstractions" paper by the authors.

    Python

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