A representation of the cause-effect mechanism is needed to enable artificial intelligence to represent how the world works. Bayesian Networks (BNs) have proven to be an effective and versatile tool ...

Please note: synthcity does not handle missing data and so these values must be imputed first HyperImpute can be used to do this.

Python library developed by Rubén González-Sendino during his phD. research. His mission? To mitigate bias and discrimination through the application of causal algorithms. Use the citation at the ...

Imagine a scenario where a team of doctors faces a perplexing medical puzzle. A patient shows a range of symptoms, each pointing to multiple possible diseases. How can they navigate this diagnostic ...