Topics¶

Find projects that are relevant to you using the list of topics below.

BERTopic¶

• Environmental literature analysis with BERTopic & RoBERTa

Best practices¶

• Deep Learning Best Practices

Boost¶

• SPH Solver for 2D Navier-Stokes

C++¶

• Hand-eye Calibration for Medical Robots
• Mathematics of the Mandelbrot Set
• SPH Solver for 2D Navier-Stokes

CMake¶

• Neutron Diffusion Solver
• SPH Solver for 2D Navier-Stokes

Computer Vision¶

• Hand-eye Calibration for Medical Robots
• PyTorch for end-to-end training of a deep learning model

Convolutional Neural Networks¶

• Convolutional Neural Networks for the Cosmic Dawn

Data Analysis¶

• Binary Classification of Patent Texts

Docker¶

• RNA-Sequencing Analysis

Epidemiology¶

• Survival Analysis of Large Datasets
• Transmission Modelling

Finance¶

• Decoding Market Signals

Finite Difference Method¶

• Neutron Diffusion Solver
• Turing Patterns & Partial Differential Equations

Fluid Dynamics¶

• SPH Solver for 2D Navier-Stokes

Fortran¶

• Neutron Diffusion Solver
• Turing Patterns & Partial Differential Equations

Fortran Package Manager¶

• Turing Patterns & Partial Differential Equations

GUI¶

• Multi-channel Python GUI

HPC¶

• PyTorch for end-to-end training of a deep learning model
• RNA-Sequencing Analysis

LAPACK¶

• Turing Patterns & Partial Differential Equations

Logistic Regression¶

• Decoding Market Signals
• Predicting colitis using penalised regression

Machine Learning¶

• Binary Classification of Patent Texts
• Convolutional Neural Networks for the Cosmic Dawn
• Deep Learning Best Practices
• Hidden Markov Models for the discovery of behavioural states
• Neural Ordinary Differential Equations
• PyTorch for end-to-end training of a deep learning model

Matplotlib¶

• Euler Maruyama Method for Solving SDEs
• SPH Solver for 2D Navier-Stokes

NLTK¶

• Binary Classification of Patent Texts

Natural Language Processing¶

• Binary Classification of Patent Texts
• Environmental literature analysis with BERTopic & RoBERTa

Nextflow¶

• RNA-Sequencing Analysis

Nonlinear Feedback Control¶

• Neural Ordinary Differential Equations

Nuclear Physics¶

• Neutron Diffusion Solver

NumPy¶

• Binary Classification of Patent Texts
• Convolutional Neural Networks for the Cosmic Dawn
• Euler Maruyama Method for Solving SDEs
• Multi-channel Python GUI

Object Oriented Programming¶

• Binary Classification of Patent Texts
• Neutron Diffusion Solver
• Euler Maruyama Method for Solving SDEs
• SPH Solver for 2D Navier-Stokes

Optimisation¶

• Neutron Diffusion Solver
• Markov Chain Monte Carlo
• Neural Ordinary Differential Equations
• SPH Solver for 2D Navier-Stokes

Ordinary Differential Equations¶

• Neural Ordinary Differential Equations

PETSc¶

• Neutron Diffusion Solver

Pandas¶

• Convolutional Neural Networks for the Cosmic Dawn
• Decoding Market Signals
• Hidden Markov Models for the discovery of behavioural states

Parallel Computing¶

• Mathematics of the Mandelbrot Set

Paraview¶

• Neutron Diffusion Solver

Partial Differential Equations¶

• Turing Patterns & Partial Differential Equations

Patents¶

• Binary Classification of Patent Texts

Physics¶

• Neutron Diffusion Solver
• Markov Chain Monte Carlo

Probability Distributions¶

• Euler Maruyama Method for Solving SDEs

Profiling¶

• SPH Solver for 2D Navier-Stokes

PyTorch¶

• Deep Learning Best Practices
• Neural Ordinary Differential Equations

Python¶

• Binary Classification of Patent Texts
• Convolutional Neural Networks for the Cosmic Dawn
• Decoding Market Signals
• Deep Learning Best Practices
• Euler Maruyama Method for Solving SDEs
• Hidden Markov Models for the discovery of behavioural states
• Markov Chain Monte Carlo
• Neural Ordinary Differential Equations
• PyTorch for end-to-end training of a deep learning model
• Multi-channel Python GUI
• RNA-Sequencing Analysis
• SPH Solver for 2D Navier-Stokes

R¶

• Survival Analysis of Large Datasets
• Transmission Modelling
• Predicting colitis using penalised regression
• RNA-Sequencing Analysis

RoBERTa¶

• Environmental literature analysis with BERTopic & RoBERTa

Robotics¶

• Hand-eye Calibration for Medical Robots

Scikit Learn¶

• Binary Classification of Patent Texts
• Convolutional Neural Networks for the Cosmic Dawn

Stan¶

• Transmission Modelling

Statistics¶

• Binary Classification of Patent Texts
• Survival Analysis of Large Datasets
• Markov Chain Monte Carlo
• Predicting colitis using penalised regression

Stochastic Differential Equations¶

• Euler Maruyama Method for Solving SDEs

Tensorflow¶

• Binary Classification of Patent Texts
• Convolutional Neural Networks for the Cosmic Dawn
• PyTorch for end-to-end training of a deep learning model

Topic Modelling¶

• Environmental literature analysis with BERTopic & RoBERTa

Uncertainty Quantification¶

• Euler Maruyama Method for Solving SDEs

Unit Testing¶

• Transmission Modelling
• Markov Chain Monte Carlo
• Turing Patterns & Partial Differential Equations

Visualisation¶

• Neutron Diffusion Solver
• Mathematics of the Mandelbrot Set
• SPH Solver for 2D Navier-Stokes

pyTorch¶

• PyTorch for end-to-end training of a deep learning model