lawrennd/mlai lawrennd/mlai

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    Python
  • Created over 3 years ago
  • Updated about 1 year ago
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lawrennd/mlai
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lawrennd

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Repository Details

Software for lectures on machine learning.

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Classic papers from Edwin T. Jaynes converted to latex.
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Deprecated MATLAB software for IVM Based GPLVM
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mlai2018

Machine learning and adaptive intelligence module for 2018.
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ivm

MATLAB software for the Informative Vector Machine.
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kern

Kernel toolbox for MATLAB.
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hgplvm

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spectral

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16

proceedings

Jekyll theme for conference proceedings and journal papers.
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17

blf

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

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ncca

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dimred

Dimensional reduction in MATLAB.
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26

collab

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mgplvm

Mixtures of GP-LVM models in MATLAB.
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fynesse_template

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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

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34

ruc

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

Variational Importance Sampler
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teaching

Repository containing my teaching materials.
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dgplvm

Discriminative GP-LVM.
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38

mtivm

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drawing

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hsvargplvm

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datasets

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noise

Noise models implemented in MATLAB.
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48

optimi

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49

prior

prior distributions in MATLAB.
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googoal

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51

gpsim

Gaussian Process Single Input Motif software in MATLAB.
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meu

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53

sdlfmgp

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v177

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meup

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56

rochol

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assessor

Github repo for assessing notebooks.
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chipdyno

Dynamical model for inference of transcription factor activities.
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ncnm

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gca

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61

referia

Reviewing framework initially created for reviewing REF papers then heavily modified.
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62

disimrank

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63

oxford

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

Machine Learning and Adaptive Intelligence 2013
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GPmat

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

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