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1. causal-inference causal-inference Public

   Causal inference project using the MineThatData E-Mail Analytics dataset. Implements logistic regression and DRLearner to estimate the causal effect of marketing emails on customer conversion. Incl…

   Jupyter Notebook

2. cardiovascular-disease-prediction cardiovascular-disease-prediction Public

   Data visualization with PowerBI and the application of machine learning algorithms for cardiovascular disease prediction.

   Python

3. markov-maze-adventure-game markov-maze-adventure-game Public

   Minimal grid-based game where rooms are procedurally generated using first-order Markov chains learned from example maps. Each generated room is validated with a Breadth-First Search algorithm to g…

   Python

4. game-level-clustering game-level-clustering Public

   Analysis and clustering of classic video game levels using the VGLC dataset to discover level archetypes and structural patterns.

   Jupyter Notebook

5. game-theory-simulation game-theory-simulation Public

   Tournament simulation of different strategies for beating the Prisonner's Dilemma

   Jupyter Notebook