Pinned Loading

1. ml_optimisation_methods ml_optimisation_methods Public

   Implementation and comparison of various gradient descent techniques to find an optimal solution for a binary classification problem.

   Jupyter Notebook 2

2. sentiment_analysis sentiment_analysis Public

   Aspect-based sentiment analysis (ABSA) algorithm to identify product review categories and corresponding sentiment for each category.

   Jupyter Notebook 1 2

3. sounds_of_the_jungle sounds_of_the_jungle Public

   Extracting sounds of individual animals from an audio recording of the jungle by applying Fast Fourier Transform (FFT), filtering and analysing spectrograms.

   HTML

4. space_invaders space_invaders Public

   Space Invaders style game. Project completed using textbook 'Python Crash Course' by Eric Matthes.

   Python 1

5. data_visualisation data_visualisation Public

   Various scripts leveraging matplotlib & pygal python libraries as well as API to produce informative data visualisations based on publicly available data sets. Project completed using textbook 'Pyt…

   Python 1

6. polynomial_integrals polynomial_integrals Public

   C program to calculate polynomial integrals up to the 4th order using 3 different methods of integration.

   C 1