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Kevin Bello (kevinsbello)

kevinsbello

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Company:Carnegie Mellon University

Location:Pittsburgh

Home Page:https://kevinsbello.github.io/

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Kevin Bello's repositories

dagma

A Python 3 package for learning Bayesian Networks (DAGs) from data. Official implementation of the paper "DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization"

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iscan

A Python 3 package for identifying distribution shifts (a.k.a feature-shifts) between datasets. Official implementation of the paper: "iSCAN: Identifying Causal Mechanism Shifts among Nonlinear Additive Noise Models".

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kevinsbello.github.io

Kevin Bello's webpage

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notears

DAGs with NO TEARS: Continuous Optimization for Structure Learning

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