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@miguelraz

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@JuliaTrustworthyAI

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pat-alt/README.md

pat-alt

I’m a PhD Candidate in Trustworthy Artificial Intelligence at Delft University of Technology working on the intersection of Computer Science and Finance. My current research revolves around Counterfactual Explanations and Probabilistic Machine Learning. Previously, I worked as and Economist for the Bank of England.

I code mostly in Julia and lead development of the Taija package ecosystem for Trustworthy AI in Julia.

If you want to find out more about my work or get in touch:

Activity

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  1. JuliaTrustworthyAI/CounterfactualExplanations.jl JuliaTrustworthyAI/CounterfactualExplanations.jl Public

    A package for Counterfactual Explanations and Algorithmic Recourse in Julia.

    Julia 120 7

  2. JuliaTrustworthyAI/LaplaceRedux.jl JuliaTrustworthyAI/LaplaceRedux.jl Public

    Effortless Bayesian Deep Learning through Laplace Approximation for Flux.jl neural networks.

    Julia 40 3

  3. JuliaTrustworthyAI/ConformalPrediction.jl JuliaTrustworthyAI/ConformalPrediction.jl Public

    Predictive Uncertainty Quantification through Conformal Prediction for Machine Learning models trained in MLJ.

    Julia 137 12

  4. JuliaTrustworthyAI/AlgorithmicRecourseDynamics.jl JuliaTrustworthyAI/AlgorithmicRecourseDynamics.jl Public

    A Julia package for modelling Algorithmic Recourse Dynamics.

    TeX 6

  5. pat-alt.github.io pat-alt.github.io Public

    Website repository

    TeX 9 1

  6. ECCCo.jl ECCCo.jl Public

    TeX 2