Luis Marcos López's repositories
anomaly_detection
Implementation, testing and comparison of different methods to detect anomalies on clients spendings.
block_coordinate_gradient_descent_semisupervised
Study of gradient descent and block coordinate gradient descent to approach a semi-supervised classification problem.
clustering_with_outliers
Solve clustering problems using k-center with outliers algorithm.
complete_analysis_of_store_dataset
Complete data analysis project for the Statistical learning course. Data from a store dataset coming from Kaggle is used.
crowd_counting
Test state-of-the-art CNN architectures to count people on crowded images.
deforestation_analysis
Image classification model to predict what type of deforestation appears in the images. Objective is early detection of this type of actions in protected lands
identifying_fakery_in_psychological_tests
A research on feature selection strategies to detect fakery in psychological tests.
image_classification_with-the_Fashion_MNIST_dataset
Project for the Machine Learning course that implements some machine learning algorithms to classify images from the Fashion MNIST dataset.
map_reduce_with_spark
HW for the Big Data Computation course. Use Apache Spark and MapReduce algorithm to extract information from a dataset.
numbermind
Guessing a secret code using Minisat22.
per_capita_solar_energy_consumption_in_Spain
Analysis of per capita solar energy consumption over time. Implementation of concepts learned during the course "Business_economic_&_financial_data" to a renewable energy dataset.
understanding_deep_belief_networks
Comparison of DBNs and FFNN, stressing on understanding how DBNs work and how robust they are against noise and adversarial attacks.
white_box_attacks_using_FW_optimization_algorithms
Study of four first order Frank Wolfe algorithms to solve constrained non-convex problems in the context of white box adversarial attacks.