Oxford Machine Learning (@OxfordML)
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OxfordML

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Top repositories

1

GPz

GPz 2.0: Heteroscedastic Gaussian processes for uncertain and incomplete data
MATLAB
45
star
2

bayesquad

Library for Bayesian Quadrature
Python
30
star
3

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).
MATLAB
10
star
4

wsabi

Minimal implementation of WSABI_L and WSABI_M in MATLAB.
MATLAB
7
star
5

GaussianProcess.jl

Julia
3
star
6

BayesianOptimisation.jl

Julia
3
star
7

heatmap_expts

Python
2
star
8

MUBs_TraceEstimators

A python implementation of the MUBs Stochastic Trace Estimator.
C++
2
star
9

Fair_Regression

Group Fairness constraints for Decision Trees and Regression Models.
Jupyter Notebook
2
star
10

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).
Python
2
star
11

EntropicTraceEstimation

MATLAB
1
star