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ml_optimisation_methods
ml_optimisation_methods PublicImplementation and comparison of various gradient descent techniques to find an optimal solution for a binary classification problem.
Jupyter Notebook 2
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sentiment_analysis
sentiment_analysis PublicAspect-based sentiment analysis (ABSA) algorithm to identify product review categories and corresponding sentiment for each category.
Jupyter Notebook 1
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sounds_of_the_jungle
sounds_of_the_jungle PublicExtracting sounds of individual animals from an audio recording of the jungle by applying Fast Fourier Transform (FFT), filtering and analysing spectrograms.
HTML
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space_invaders
space_invaders PublicSpace Invaders style game. Project completed using textbook 'Python Crash Course' by Eric Matthes.
Python 1
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data_visualisation
data_visualisation PublicVarious 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
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polynomial_integrals
polynomial_integrals PublicC program to calculate polynomial integrals up to the 4th order using 3 different methods of integration.
C 1
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