Neil Lawrence

mocap. Matlab software for processing motion capture files.

old_talks. Talks from Neil Lawrence

vibesafe. Practices for improving quality and manageability of LLM co-created code-bases.

fgplvm. Faster GP-LVM software in MATLAB.

mlai2015. Machine learning and adaptive intelligence module for 2015.

neurips2014. Notebooks for managing NeurIPS 2014 and analysing the NeurIPS experiment.

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.

ivm. MATLAB software for the Informative Vector Machine.

mlai. Software for lectures on machine learning.

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

hgplvm. Hierarchical GP-LVM code in MATLAB

ndlutil. General utilities for MATLAB.

gpss. Gaussian process material for summer school teaching.

entropy. Discussion of Jaynes paper "Gibbs vs Boltzmann Entropies"

proceedings. Jekyll theme for conference proceedings and journal papers.

kern. Kernel toolbox for MATLAB.

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

fynesse_template. Principles of data science analysis in python

data-readiness. Repo to store suggestions about data readiness levels.

ensmlp. MATLAB Code for Variational Learning of Neural Networks

synth. MATLAB software for speech synthesis through eigenvoices.

collab. MATLAB

mgplvm. Mixtures of GP-LVM models in MATLAB.

kpca. MATLAB Software for missing data in KPCA.

rca. Residual Component Analysis software in MATLAB.

dimred. Dimensional reduction in MATLAB.

mlai2014. Machine Learning and Adaptive Intelligence Module 2013-2014

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

ncca. MATLAB Code for non-consolidating CCA.

pdf-to-llm. Script for preparing PDF material into a form that's easy for an LLM to digest.

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

drbook. Dimensionality Reduction for Machine Learning Book

GPy. Gaussian processes framework in python

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

lamd. Python scripts for turning markdown into talks.

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

gpy-gallery. Notebook gallery for the GPy software.

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

teaching. Repository containing my teaching materials.

nkfd. MATLAB Code for Kernel linear discriminant analysis with Noisy Labels.

ppa. Probabilistic Point Assimilation: Variational Inference Software for Gaussian Processes.

hsvargplvm. Deep Gaussian Process software in MATLAB.

noise. Noise models implemented in MATLAB.

mtivm. Multitask IVM software in MATLAB.

notebook. Collection of jupyter notebooks for demonstrating software.

lynguine. Linguine data oriented architecture python framework.

meup. A python library for helping me start the day.

presentations. JavaScript

ncnm. Null category noise model for semi-supervised learning.

v177. Proceedings of CLeaR 2022

prior. prior distributions in MATLAB.