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Carol Soliman's Projects

color_road icon color_road

The player controls a colored Sphere that moves forward automatically on an infinite floor. The floor is divided into three lanes and throughout his/her journey, the player encounters sphere collectibles and color changing zones. The goal of the game is to collect as many of the matching color spheres scattered throughout the game while avoiding the non-matching color spheres.

learning-threejs icon learning-threejs

Code repository for the examples from the Packt book "Learning Threejs"

modernweb_course icon modernweb_course

A repo for a course I gave on modern web at the GUC, still under development many incomplete lessons

pandacheeseshortad icon pandacheeseshortad

This is a university Project, meant to meet a list of requirements as per the description file. The project is a short animation (Ad.) made with unity.

pca-python icon pca-python

Implementation of the PCA, as per an assignment description

prediction-tasks icon prediction-tasks

This project is divided intro three tasks as per the included description PDF. In the first task, a NN model was used to predict the value of the S&P Index based on company stock prices. Initially, the data-set included stock prices of 387 companies, but only the ones with high correlation with the S&P Index were used. Grid Search was performed to obtain the best configuration for hyper-parameters. In the second task, time series data of the stock prices was constructed using the data-set from the first task, and the prediction was based on a 4-day window, and predicted 4 days ahead. The third task was a NLP task, where ratings for products from an Amazon data-set are predicted based on textual reviews. Starter code was provided for the pre-processing of the text, and is included as well.

sentimentanalysis_airlinestweets icon sentimentanalysis_airlinestweets

Different models to classify tweets about airlines into one of the three classes; negative-neutral-positive, through NLP. This is a university project, and the description is included.

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