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Clinton D. Stevens, M.Sc.'s Projects

3d_laplace icon 3d_laplace

Python code for numerically solving Poisson's and Laplace's equation for electric monopoles and dipoles. Visualised in 3D with Matplotlib.

3d_poisson_laplace icon 3d_poisson_laplace

Python code for solving and visualising Poisson's and Laplace's equations numerically for 1) a point charge 2) a line charge 3) a parallel capacitor.

chaos_pendulum icon chaos_pendulum

A Jupyter notebook to calculate the motion of a chaos (non-linear) pendulum with Python.

finbert_roberta icon finbert_roberta

Sentiment Analysis of Financial News & Social Media Feeds, using FinBERT and RoBERTa models respectively.

hartrao_masers icon hartrao_masers

A Jupyter notebook on how to reduce (calibrate), process and visualise Astrophysical Maser data from the HartRAO single-dish radio telescope.

hartrao_raster icon hartrao_raster

A Jupyter notebook on how to analyse a Raster Scan from a single-dish Radio Telescope.

matlab icon matlab

A collection of MATLAB scripts for numerical differentiation, integration and interpolation.

nd_random_walk icon nd_random_walk

Python code for generating any N-dimensional random walk sequence.

salt_rss icon salt_rss

Collection of Python scripts to calibrate and process data from the Southern African Large Telescope Robert Stobie Spectrograph (SALT RSS).

sunspot_opencv icon sunspot_opencv

Python Computer Vision project utilising OpenCV2 to detect sunspots (dark regions on the solar disk) from a solar image.

tabula icon tabula

A short python script demonstrating how the python library "tabula" can be used to automatically find and extract tables from a PDF file.

win32_emailer icon win32_emailer

A simple code template for automatically emailing data via Outlook, using Python.

xgboost_aml icon xgboost_aml

Simple Anti-Money Laundering Script using XGBoost Classification.

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