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CasualBench

Scripts for benchmarking causal inference algorithms with varying data generating processes. The results can be accessed at: https://pgmpy.org/causalbench/

Datatypes

  • Discrete Data
  • Continuous Data
  • Mixed Data

Data Generating Methods

  • Linear
  • Non-linear
  • Additive noise models
  • Non-Gaussian noise

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Benchmarks for causal inference tasks using pgmpy

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