My Articles

An Adventure With Apple's iOS SensorKit

Posted: November 6th 2024 | Tags: Swift, iOS, Tooling, Participant Research

Using Swift + SensorKit to collect ambient light samples from iOS devices.

Exploring Reinforcement Learning And Some More Classification Algorithms

Posted: November 2023 | Tags: ML, RL, Classification, OpenAI Gym, Q* Learning, Naive Bayes Classifier, Gaussian Mixture Models

Final adapted Jupyter Notebook from CIS*4780 Computational Intelligence

Building Multilayer Perceptrons And Validating Them Using CIFAR-10

Posted: October 2023 | Tags: ML, MLP, DNN, SGD, Mini-Batch, Parameter Grid Search, Vanishing Gradient Problem, K-Fold Cross-Validation, Classification

My second adapted Jupyter Notebook from CIS*4780 Computational Intelligence

Exploring Classical ML Models With PyTorch Internals

Posted: October 2023 | Tags: ML, KNN, Linear Regression, Logistic Regression, K-Fold Cross-Validation, Classification

Adapted Jupyter Notebook from CIS*4780 Computational Intelligence