Raul Almuzara's repositories
differential-geometry-sagemath
Computations, plots and mathematical explanations on curves and surfaces in SageMath.
optimization-problems-lingo-gusek
Three linear programming problems for the maximization of a function subject to various constraints.
supermarket-association-rules
Association rule mining in a dataset containing customer transactions in a New Zealand supermarket using the Apriori algorithm.
covid-19-vaccinations-analysis
A short analysis of COVID-19 vaccinations per country and the vaccines used.
k-means-example
Clustering a dataset using the k-means algorithm.
power-bi-eda
Exploratory data analysis and visualization of three datasets in Power BI.
statistical-inference-fish-cnn
Statistical inference of fish populations from deep learning data.
tumor-classification-pca-svm
Principal Component Analysis and Support Vector Machine for tumor classification in patients from the original Wisconsin breast cancer database.
urn-problems-probability
Simulation of urn problems to analyze convergence properties.
vehicles-co2-emissions-estimation
Estimation of CO2 emissions using linear and tree-based regression models.
waste-collection-machine-learning
Machine learning model to quantify the accordance of work output and objectives in a complex business environment.