Taija (JuliaTrustworthyAI)

Taija

JuliaTrustworthyAI

Geek Repo

Home for repositories of the Taija (Trustworthy Artifical Intelligence in Julia) project.

Location:Netherlands

Home Page:https://www.taija.org/

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Taija's repositories

ConformalPrediction.jl

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

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CounterfactualExplanations.jl

A package for Counterfactual Explanations and Algorithmic Recourse in Julia.

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LaplaceRedux.jl

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

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AlgorithmicRecourseDynamics.jl

A Julia package for modelling Algorithmic Recourse Dynamics.

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AdversarialRobustness.jl

An adversarial machine learning toolkit for Flux.jl neural networks

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JointEnergyModels.jl

A package for Joint Energy Models and Energy-Based Models in Julia.

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TaijaPlotting.jl

A package for plotting custom symbols from Taija packages.

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TaijaBase.jl

Base package that ships symbols and functionality that is relevant to all or multiple packages in the ecosystem

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TaijaInteroperability.jl

A package for enabling interoperability between Python and R machine learning models with Taija.

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TaijaParallel.jl

Adds support for parallelization for Taija packages.

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EnergySamplers.jl

A small Julia package for energy-based sampling.

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TaijaInteractive.jl

Interact with the Taija ecosystem.

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