Gradient Institute

Gradient Institute's repositories

A bare-bones TensorFlow framework for Bayesian deep learning and Gaussian process approximation

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Software to help decision-makers control the ethical and business impacts of their AI systems.

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A Scikit-learn inspired inspection module for causal models.

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Two stage ridge regression for less-biased causal inference

Language:Jupyter NotebookApache-2.03 4 6

Code for "Fast Fair Regression via Efficient Approximations of Mutual Information"

Language:Jupyter NotebookApache-2.01 50

Simulator code for AHRC's Addressing Algorithmic Bias tech paper.

Language:PythonApache-2.01 50

An interactive web widget for the AHRC website.

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Cookiecutter template for a Python package. See https://github.com/audreyr/cookiecutter.

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Public code for blog posts and demonstrations

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Base docker images for import

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Research project estimating the causal impact of further education on employment and wellbeing outcomes.

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