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1. Turbulent-Modelling-using-Machine-Learning-Techniques Turbulent-Modelling-using-Machine-Learning-Techniques Public

   Jie Bao, MASc. Thesis

2. CFD-Simulation CFD-Simulation Public

   Numerical Simulation of fluids solver code written in MATLAB and Python based PyFR. Method includes Finite-Difference Schemes and Discontinuous Galerkin Methods (FEM).

   MATLAB 2

3. Textual-Data-Classification Textual-Data-Classification Public

   Experimenting various model performance on textual data classification with 20newsgroups [Lang,1995] & IMDB movie review dataset [Maas et al., 2011]

   Python

4. logistic-regression-and-naive-Bayes-from-Scratch logistic-regression-and-naive-Bayes-from-Scratch Public

   Explored 4 dataset - Ionosphere (Sigillito et al., 1989), Adult (Kohavi, 1996), Abalone (Nash et al., 1994) and Seeds (Charytanowicz et al., 2010)

   Python 1

5. Tensorflow-Catalogue Tensorflow-Catalogue Public

   Exploring Tensorflow Capabilities & Libraries

6. Classification-of-Image-Data Classification-of-Image-Data Public

   This study presents a Convolutional Neural Networks architectures designed and validated in order to perform an image classification task on the CIFAR-10 dataset [Krizhevsky et al, 2009].

   Python