Beast code in Giters

Dominik Dahlem's repositories

spectralClustering

This project is an implementation of spectral clustering using the unnormalised (and sparse) graph Laplacian (in upper triangular form) solving the generalised eigenvalue problem using arpack++.

Language:C++400

cusum

An Introduction into Anomaly Detection using the Cumulative Sum (CUSUM) Algorithm

Language:TeXGPL-2.0300

lz-prediction

Lempel-Ziv prediction utilises a dictionary originating from parsing sequences using Lempel-Ziv encoding in order to compute the log-loss over test sequences.

Language:C++GPL-3.0300

rl-aqs

Implementation of a high-performance queuing simulator for adaptive task assignment problems using reinforcement learning control strategies (based on my PhD work).

Language:C++GPL-3.0300

bayesGP

This project implements a Bayesian Gaussian Process regression model which is fit using an adaptive Metropolis within Gibbs algorithm.

Language:ShellNOASSERTION100

Project that implements a number of solvers using GSL and BLAS, including Cholesky decomposition with Cholesky-Crout reduction, conjugate gradient, Gaussian elimination, Jacobi iteration, LU decomposition with Crout reduction, Jacobi-preconditioned conjugate gradient, QR decomposition, Seidel iteration, steepest descent, and forward/backward substitution. This project was done as part of some course work of the High-Performance Computing M.Sc. at Trinity College Dublin.

Language:Shell100

ncd

This project implements a compression-based distance function in order to produce a similarity matrix given a list of files in a source directory. This similarity matrix can be used for clustering etc.

Language:ShellGPL-3.0100

canopyClustering

This project implements canopy clustering for string sequences with a compression-based distance function.

Language:ShellGPL-3.0000

deep-reinforcement-learning-navigation

Deep RL implementation of Double Deep Q-Learning including Dueling Networks as well as prioritized experience replay) to navigate and collect bananas (nom)

Language:Jupyter NotebookGPL-3.0000

deep-reinforcement-learning-reacher

Continuous control D4PG RL agent implementation

Language:Jupyter Notebook000

fastText

Library for fast text representation and classification.

Language:C++NOASSERTION000

hierarchical-alignment

This project implements pair-wise (local and global) alignments for sequences that consist of alphabets that are organised in a hierarchical classification scheme.

Language:C++GPL-2.0000

asianOptionPricing

This project provides an R package to price asian options. Asian Options rely on the average of the underlying asset over a predetermined averaging period leading up to the maturity time T. Those options are used when price stability of the underlying asset is particularly important.

Language:R000

aws

Scripts to set up AWS resources

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canonical

This package implements canonical analysis of response surfaces. Canonical analysis is a mathematical framework to achieve greater insights into the sensitivities of each design variable in the vicinity of stationary points.

Language:ShellNOASSERTION000

deep-reinforcement-learning-tennis

Continuous control, multi-agent DDPG RL agent implementation to solve the tennis Unity environment.

Language:Jupyter Notebook000

Euler-Circuit

This project establishes an tree structure given a hierarchical coding system. Once this tree structure is created it also computes the Euler Circuit and corresponding levels in the tree. The Euler Circuit and the corresponding levels can be used to find lowest common ancestors in the tree using range minimum queries.

Language:ShellGPL-3.0000

ga-framework

A HPC framework for genetic algorithms implemented in C using MPI.

Language:Shell000

heat

This project implements the numerical solution using a parallel conjugate gradient algorithm to the heat equation, which is a parabolic partial differential equation that describes the distribution of heat in a given region over time. This project was implemented as part of some course work for the High-Performance Computing M.Sc. at Trinity College Dublin.