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alexandra_hotti_resume

applied-estimation

Solutions to assignments on tracking and localization using Kalman Filtering, Extended Kalman Filtering and Particle Filtering

artificial-intelligence

The repository contains lab assignments for a course in Artificial Intelligence. These assignments deal with Hidden Markov Models and Zero Sum Games.

bayesianinsurancepricingmetropolishastings

deep-learning-in-data-science

This repository contains assignment solutions for the course DD2424 Deep Learning in Data Science. These assignments deal with Feed Forward Neural Networks and a RNN used to synthesize English text characters.

el2805_rl

face-tracking-particle-filter

A color-based particle filter with a self-updating tracking window to track faces in image sequences.

image-analysis-and-computer-vision

Lab assignments for a course called Image Analysis and Computer Vision at KTH. These assignments deal with Fourier transformations, Geometry-based Edge Detection via Hough transformations and lastly Image Segmentation methods.

internet_programmering

product-page-dataset

pyro

Deep universal probabilistic programming with Python and PyTorch

quizzy

A fullstack react native multiplayer real time trivia game. Made as a final project in the course: DD1389 Internet Programming at KTH.

simpsons-image-colorization-using-cgan-and-patchgan

In this project, grayscale images were colorized automatically using Conditional Generative Adversarial Networks (cGANs). The best results were achieved using a PatchGAN discriminator.

software-engineering

Lab assignments for a course in Software Engineering at KTH

solutions-to-a-students-guide-to-bayesian-statistics-by-ben-lambert

My solutions to the assignments in the book: "A Student’s Guide to Bayesian Statistics" by Ben Lambert.

statistical-methods-in-applied-computer-science

Solutions to Assignments about Statistical Methods in Applied Computer Science, dealing with Bayesian probability, Markov Chain Monte Carlo methods, Gibbs sampling, Metropolis Hastings and particle marginal Metropolis-Hastings.