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cs50-s-introduction-to-artificial-intelligence-with-python

A repository for all course work submitted for the "CS50’s Introduction to Artificial Intelligence with Python" course. Visit: https://cs50.harvard.edu/ai/2020/ for more information

cs50-s-introduction-to-computer-science

A repository for all course work submitted for the "CS50's Introduction to Computer Science" course. Visit: https://cs50.harvard.edu/x/2020/ for more information

drug-s-mechanism-of-action-prediction

A statistical and visual exploration of a large set of cell viability, gene expression and drugs mechanism of action data and use of the data for the development of a Python TensorFlow Keras sequential neural network for the classification of drug’s mechanism(s) of action.

gjb2-gene-mutation-probability

A Bayesian network Python model calculating the probabilities for a person to carry none, one or two mutated versions of the GJB2 gene (one of the leading causes of hearing impairment in newborns) and to exhibit hearing impariment based on familial trait expressions information.

minesweeper-solver

A propositional logic AI that can solve randomly generated Python pygame minesweeper boards.

phase-behaviour-predictive-modeling

Development of a machine learning model for the reliable prediction of microemulsion formation in ternary nonaqueous systems stabilised by soybean phosphatidylcholine and comprising a variety of polar and non-polar solvents.

question-answering-snippets

A question answering programme built using Python's Natural Language Toolkit (NLTK) and employing term frequency and inverse document frequency to provide an answer to a user's question.

simonakolarova.github.io

stock-portfolio-website

A stock portfolio website constructed using Python Flask, SQL, HTML, CSS and JS. Users can register and login, 'buy' and 'sell' stocks using real-time stock data, track transactions history and create a portfolio of 'stocks'.

tic-tac-toe

A user vs. AI Tic-Tac-Toe Python Pygame, which implements an alpha-beta pruned recursive minimax decision algorithm to ensure that the AI plays optimally.

traffic-road-signs-classification

A Python Tensorflow Keras convolutional neural network for the classification of German traffic roadsign photos into 43 categories.