Final proyect for the course in Machine learning (Aprendizaje automatico) in the Universidad Complutense de madrid (2022)
Classification of microbes based on the following kaggle dataset: https://www.kaggle.com/datasets/sayansh001/microbes-dataset
All steps documented in the pdf, with data processing trainning and results. Logistic regression, neural network and SVM where used. The first two use a manual implementation of both gradient and cost.