Echo State Networks for Time Series Forecasting
Sequence Modeling: Recurrent and Recursive nets
Experimental R interface for ReservoirPy
Replication code for "RNN-based counterfactual prediction, with an application to homestead policy and public schooling"
This project provides a series of MxNetR example for letting readers to get started quickly.
Self Driving Autonomous Car
In this project, we estimate the predictive abilities of SVR and two types of Artificial Neural Networks in approximating the imaginary parts of the non-trivial zeros of the Riemann Zeta function.
All of my R code from the Deep Learning & AI IV module at Durham University
This repository contains all the R code used in my dissertation project at the University of Manchester, 2025 (MATH6000S). Note that the regression tree code also contains the gradient boosting code, the EDA code contains the code for the plots seen in section 4.1, and the heights code is used in section 1.1.
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