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Lloyd A. Courtenay

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@LACourtenay

Archaeologist/Taphonomist intereseted in the development of new technologies for the study of the fossil record.

GraphGMM. An extension to geometric morphometric libraries oriented towards the integration of Graph Theory into the analysis of landmark data. Graph-based Geometric Morphometrics is additionally accompanied by other non-linear dimensionality reduction algorithms.

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Support-Vector-Machine-for-Morphological-Analysis. Support Vector Machines (SVM) are powerful Machine Learning algorithms that can provide efficient and high performing classifications of complex data sets. Here lies R-Code that can be used to process morphological data using SVMs that have been able to achieve 100% classification rates in some practical cases.

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HyperSkinCare_DL. Code used for the training of Convolutional Neural Support Vector Machines (CNSVM) for the classification of Hyperspectral signatures obtained from Basal Cell Carcinoma Skin Cancer patients

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HyperSkinCare_Statistics. Code used for the robust statistical analysis of Hyperspectral signatures obtained from Non-Melanoma Skin Cancer patients

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Carnivore_Tooth_Pit_Classification. Source code and Datasets from the article "Developments in Data Science Solutions for Carnivore Tooth Pit Classification"

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pValueRobust. A small toolkit for the evaluation of p-Values in statistical analyses, and some functions for the calculation of robust statistical measurements.

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Amidst_Lines_and_Circles. R

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Deep-Neural-Network-for-Cut-Mark-Classification. Neural Networks are highly powerful and versatile algorithms that can be trained to complex and large datasets. Here lies the code and details used to design a Neural Network that differentiates anthropic butchery traces from naturally produced trampling damage on bones

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Is_Machine_Learning_Possible_In_GMM. Replicability R and Python code for the paper titled "On Procrustes Contamination in Machine Learning Applications of Geometric Morphometrics"

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Handaxe_Simulation. Code used for the simulation of theoretical handaxes

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Reevaluating_Computer_Vision_Taphonomic_Equifinality. Jupyter Notebook

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GMM_Measurement_Accuracy_Tools. Statistical tools and methods for the evaluation of measurement error and accuracy in geometric morphometric analyses

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