Richard Moulton (richard-moulton)

richard-moulton

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Company:Queen's University

Location:Kingston, Canada

Home Page:https://richardmoulton.ca

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Richard Moulton's repositories

D-Stream

Implementation of the D-Stream clustering algorithm for use in MOA. An earlier version is included as part of the MOA 17.06 release.

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Cribbage

Code base for Cribbage as a reinforcement learning problem. Includes environment, agents and training scripts.

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MixtureModelGenerator

Data stream generators (with and without concept drift) compatible with MOA 17.06.

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StreamKM

Modifications to the StreamKM algorithm implemented in MOA. Now included as part of the MOA 17.06 release.

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ClusteringInThePresenceOfConceptDrift

Additional materials for the paper "Clustering in the Presence of Concept Drift"

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ClusTree

Modifications to the ClusTree clustering algorithm implemented in MOA.

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ConceptDriftGenerator

Generator for classification with concept drift. Extension of work done in Webb et al. 2016 and posted to GitHub by Dr. François Petitjean.

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oneclassclassifiers

Implementations of one-class classifiers. Included as part of the MOA 19.04.0 release.

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OneClassFrameworks

Three frameworks developed as part of my Master's thesis.

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SWoNs

This repository contains code for the project "Synchronizing to Decide in Small-World Networks" from the 2018 Summer School in Computational Sensory-Motor Neuroscience (CoSMo 2018).

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csvCombiner

A utility for combining data across multiple CSVs using the same ID scheme.

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DESsimulation

A framework that allows MATLAB code to integrate with IDES and run DES simulations

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hello-world

A time-honored tradition in computer programming.

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Information-Bottlenecks-in-Rapid-Motor-Behaviour

Analysis and figure generation code for the paper "Capacity Limits Lead to Information Bottlenecks for Ongoing Rapid Motor Behaviour"

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moa

MOA is an open source framework for Big Data stream mining. It includes a collection of machine learning algorithms (classification, regression, clustering, outlier detection, concept drift detection and recommender systems) and tools for evaluation.

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Quantitatively-assessing-aging-effects-in-rapid-motor-behaviours

Analysis and figure generation code for the paper "Quantitatively assessing aging effects in rapid motor behaviours: a cross-sectional study."

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