Jorge Sandoval's repositories
heartbeat-classification-cnn
An advanced ECG anomaly detection system using deep learning. This repository contains a CNN autoencoder trained on the PTBDB dataset to identify abnormal heart rhythms. It employs various loss functions for model optimization and provides comprehensive visualizations of the results.
sp500-forecasting-xgboost
Time series forecasting of the S&P 500 Index using XGBoost for forecasting. With an R-squared of 0.97, it effectively captures market dynamics, offering insights into future index movements
hydropower-regression-knn
Jupyter notebook analyzing historical hydropower consumption data. Uses K-Nearest Neighbors regression to predict 2019 consumption. Includes preprocessing, model training, and performance evaluation.
iotthreat-classification-ensemble
Jupyter notebook for IoT threat detection using ensemble machine learning. Features data preprocessing, model training (Logistic Regression, Decision Trees, Neural Networks, etc.), and ensemble techniques for enhanced accuracy.