Camilo Betancourt Nieto's repositories
DeepBeliefNetwork
Analysis and implementation of a Deep Belief Network using the Fashion-MNIST dataset.
BigDataComputing
Big data computing tasks conducted with PySpark. The problems involve MapReduce and Streaming algorithms.
Language:Python000
LieDetectionLlama2
Testing the Llama 2 capabilities in lie detection tasks.
Language:Jupyter Notebook000
OptimizationDataScience
Implementation of unconstrained and constrained convex optimization algorithms in Python, focusing on solving data science problems such as semi-supervised learning and Support Vector Machines.
Language:Jupyter Notebook000
StatisticalLearning
Analysis of student performances of the Open University Learning Analytics dataset by using logistic regression and various classifiers.
TimeSeriesAirTraffic
Time-series analysis of the air traffic on three European countries (Spain, Germany and Italy).
Language:R000