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lawrennd/gpy-gallery

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Created over 3 years ago
Updated over 3 years ago

lawrennd/gpy-gallery

lawrennd

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Notebook gallery for the GPy software.

mocap

Matlab software for processing motion capture files.

old_talks

Talks from Neil Lawrence

jaynes

Classic papers from Edwin T. Jaynes converted to latex.

fgplvm

Faster GP-LVM software in MATLAB.

mlai2015

Machine learning and adaptive intelligence module for 2015.

Jupyter Notebook

vargplvm

Variational Bayesian GP-LVM model in MATLAB.

gp

Gaussian process software in MATLAB.

mltools

Machine learning tools in MATLAB

gplvm

Deprecated MATLAB software for IVM Based GPLVM

sgplvm

Shared GP-LVM model in MATLAB.

mlai2018

Machine learning and adaptive intelligence module for 2018.

Jupyter Notebook

ivm

MATLAB software for the Informative Vector Machine.

kern

Kernel toolbox for MATLAB.

hgplvm

Hierarchical GP-LVM code in MATLAB

spectral

MATLAB Software for assessing the number of clusters in Spectral Clustering.

proceedings

Jekyll theme for conference proceedings and journal papers.

blf

MATLAB code for mean field theory for sigmoid belief networks from my PhD thesis.

entropy

Discussion of Jaynes paper "Gibbs vs Boltzmann Entropies"

mlai

Software for lectures on machine learning.

data-readiness

Repo to store suggestions about data readiness levels.

nppca

MATLAB code for PCA in data with heteroschedastic noise. Originally targeted at gene expression analysis.

synth

MATLAB software for speech synthesis through eigenvoices.

ensmlp

MATLAB Code for Variational Learning of Neural Networks

ndlutil

General utilities for MATLAB.

ncca

MATLAB Code for non-consolidating CCA.

dimred

Dimensional reduction in MATLAB.

collab

mgplvm

Mixtures of GP-LVM models in MATLAB.

rca

Residual Component Analysis software in MATLAB.

fynesse_template

Principles of data science analysis in python

mlai2014

Machine Learning and Adaptive Intelligence Module 2013-2014

drbook

Dimensionality Reduction for Machine Learning Book

kappenball

Code for the Kappenball game and other code from my 2012 lecture on uncertainty.

nkfd

MATLAB Code for Kernel linear discriminant analysis with Noisy Labels.

ruc

RUC is a loose format for tracking and steering applied research.

vis

Variational Importance Sampler

teaching

Repository containing my teaching materials.

dgplvm

Discriminative GP-LVM.

mtivm

Multitask IVM software in MATLAB.

drawing

MATLAB tools for drawing (originally with image labelling in mind).

lamd

Python scripts for turning markdown into talks.

hsvargplvm

Deep Gaussian Process software in MATLAB.

ppa

Probabilistic Point Assimilation: Variational Inference Software for Gaussian Processes.

kpca

MATLAB Software for missing data in KPCA.

chipvar

Software for variational Inference of transcription factor activities in MATLAB.

datasets

MATLAB datasets repository.

noise

Noise models implemented in MATLAB.

optimi

MATLAB helper functions and constraint functions for optimization.

prior

prior distributions in MATLAB.

googoal

Software utilities for interacting with google services.

gpsim

Gaussian Process Single Input Motif software in MATLAB.

meu

MATLAB code for maximum entropy unfolding.

sdlfmgp

Switching dynamic latent force model Gaussian processes code in MATLAB.

v177

Proceedings of CLeaR 2022

meup

A python library for helping me start the day.

rochol

Rank one Cholesky update in MATLAB.

assessor

Github repo for assessing notebooks.

chipdyno

Dynamical model for inference of transcription factor activities.

ncnm

Null category noise model for semi-supervised learning.

gca

Generalized Component Analysis MATLAB software.

referia

Reviewing framework initially created for reviewing REF papers then heavily modified.

disimrank

Gene target ranking by driven input single input motif Matlab code.

oxford

MATLAB demos first created for a tutorial at Oxford University.

mlai2013

Machine Learning and Adaptive Intelligence 2013

GPmat

Recreation of the GPmat repo locally in preparation for fork.

gpsamp

Software for sampling Gaussian processes for transcription factor inference.