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1. CNN-MLP-CIFAR10 CNN-MLP-CIFAR10 Public

   Applied ML: Analysis of the performance of convolutional neural networks and multi-layer perceptrons on the popular image dataset CIFAR-10. MLP coded from scratch.

   Jupyter Notebook

2. DeepHit-Honours-Project DeepHit-Honours-Project Public

   Honours Mathematics Project (FALL 2019): Deep Learning Applied to Competing Risk Survival Analysis

   Python 1

3. SGLD-Critical-Review SGLD-Critical-Review Public

   Theoretical ML: Critical Review of Stochastic Gradient Langevin Dynamic's Diffusion Limit

4. Probabilistic-Analysis-of-Algorithms Probabilistic-Analysis-of-Algorithms Public

   Modern Probabilistic Techniques to Analyze Expected Behaviour of Algorithms and Data Structures

5. BigSurvSGD-VarianceReduction BigSurvSGD-VarianceReduction Public

   Honours Computer Science Project (DEC 2020): Implementation of Variance Reduction Techniques (SAGA, SVRG) to BigSurvSGD