OxfordML/heatmap_expts

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2
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Python
Created over 9 years ago
Updated over 5 years ago

OxfordML/heatmap_expts

OxfordML

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GPz

GPz 2.0: Heteroscedastic Gaussian processes for uncertain and incomplete data

bayesquad

Library for Bayesian Quadrature

fault-bucket.m

Matlab code for fault and anomaly detection, drawn from MA Osborne, R Garnett, K Swersky, and N de Freitas. Prediction and Fault Detection of Environmental Signals with Uncharacterised Faults. (2012). AAAI Conference on Artificial Intelligence (AAAI 2012).

wsabi

Minimal implementation of WSABI_L and WSABI_M in MATLAB.

GaussianProcess.jl

BayesianOptimisation.jl

Fair_Regression

Group Fairness constraints for Decision Trees and Regression Models.

Jupyter Notebook

MUBs_TraceEstimators

A python implementation of the MUBs Stochastic Trace Estimator.

python_mgp

Marginal MGP implementation in python. Based on Garnett, R., Osborne, M., and Hennig, P. Active Learning of Linear Embeddings for Gaussian Processes. (2014).

EntropicTraceEstimation