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Implementation of Gaussian Processes, Linear Regression, Regression Forest, and Nearest Neighbour for Machine Learning 1 Coursework.

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evaluation

evaluation

 
 

gaussian_process

gaussian_process

 
 

linear_regression

linear_regression

 
 

nearest_neighbour

nearest_neighbour

 
 

regression_forest

regression_forest

 
 

sarcos_data

sarcos_data

 
 

Lab 5 - Report Supplement.ipynb

Lab 5 - Report Supplement.ipynb

 
 

Lab 5 - Report.ipynb

Lab 5 - Report.ipynb

 
 

README.md

README.md

 
 

lab5_notebook.ipynb

lab5_notebook.ipynb

 
 

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ML-Methods

All of the ML methods implemented are used on the SARCOS dataset. In Lab 5 - Report.ipynb I evaluate each method on the SARCOS dataset and compare them to each other.

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Implementation of Gaussian Processes, Linear Regression, Regression Forest, and Nearest Neighbour for Machine Learning 1 Coursework.

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