lawrennd/jaynes lawrennd/jaynes

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  • Created about 3 years ago
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Repository Details

Classic papers from Edwin T. Jaynes converted to latex.

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MATLAB software for the Informative Vector Machine.
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Kernel toolbox for MATLAB.
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hgplvm

Hierarchical GP-LVM code in MATLAB
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spectral

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

MATLAB code for mean field theory for sigmoid belief networks from my PhD thesis.
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16

proceedings

Jekyll theme for conference proceedings and journal papers.
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17

entropy

Discussion of Jaynes paper "Gibbs vs Boltzmann Entropies"
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mlai

Software for lectures on machine learning.
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data-readiness

Repo to store suggestions about data readiness levels.
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General utilities for MATLAB.
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Dimensional reduction in MATLAB.
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ncca

MATLAB Code for non-consolidating CCA.
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collab

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mgplvm

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rca

Residual Component Analysis software in MATLAB.
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fynesse_template

Principles of data science analysis in python
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drbook

Dimensionality Reduction for Machine Learning Book
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kappenball

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

MATLAB Code for Kernel linear discriminant analysis with Noisy Labels.
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34

ruc

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

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

Discriminative GP-LVM.
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37

vis

Variational Importance Sampler
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teaching

Repository containing my teaching materials.
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mtivm

Multitask IVM software in MATLAB.
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lamd

Python scripts for turning markdown into talks.
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datasets

MATLAB datasets repository.
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noise

Noise models implemented in MATLAB.
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48

optimi

MATLAB helper functions and constraint functions for optimization.
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49

prior

prior distributions in MATLAB.
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50

googoal

Software utilities for interacting with google services.
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51

meu

MATLAB code for maximum entropy unfolding.
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52

gpsim

Gaussian Process Single Input Motif software in MATLAB.
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53

sdlfmgp

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54

v177

Proceedings of CLeaR 2022
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55

meup

A python library for helping me start the day.
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56

assessor

Github repo for assessing notebooks.
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57

rochol

Rank one Cholesky update in MATLAB.
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chipdyno

Dynamical model for inference of transcription factor activities.
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referia

Analysing papers for ref.
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ncnm

Null category noise model for semi-supervised learning.
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GPmat

Recreation of the GPmat repo locally in preparation for fork.
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gca

Generalized Component Analysis MATLAB software.
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disimrank

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

MATLAB demos first created for a tutorial at Oxford University.
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mlai2013

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