-
Joined on
2026-07-26
From-scratch C++ demonstration of the Naive Bayes classifier for spam detection using Bayes' Theorem. Designed for beginners learning machine learning concepts.
Updated 2026-09-13 21:57:22 -04:00
From-scratch C++ implementation of neuroevolution using genetic algorithms to evolve neural-network parameters through selection, crossover, and mutation.
Updated 2026-09-13 21:56:46 -04:00
From-scratch C++ implementation of a genetic algorithm for parameter optimization using population-based selection, crossover, mutation, and fitness evaluation.
Updated 2026-09-13 21:56:10 -04:00
Computational mathematics projects developed through research at UMass Boston, spanning geometry, number theory, linear algebra, finite structures, numerical methods, and algorithmic mathematical discovery.
Updated 2026-09-13 21:54:20 -04:00
From-scratch C++ implementation of gradient descent for linear regression, demonstrating iterative numerical optimization and parameter estimation.
Updated 2026-09-13 21:53:16 -04:00
From-scratch C++ implementation of Gaussian Naive Bayes for continuous features, including Gaussian likelihood estimation and Bayesian classification.
Updated 2026-09-13 21:52:59 -04:00
Genetic-programming framework for evolving symbolic alpha signals, with expression trees, crossover, mutation, parsimony pressure, transaction costs, and out-of-sample evaluation.
Updated 2026-09-13 21:50:17 -04:00
GPT-style transformer built from scratch in NumPy, including a custom reverse-mode autograd engine, neural-network layers, attention, optimization, training, and text generation.
Updated 2026-09-13 20:54:34 -04:00
Local C++ AI agent using Ollama tool calling and a custom arithmetic parser for deterministic calculations.
Updated 2026-09-13 16:56:05 -04:00
Local-first AI chat web app built with Flask, SQLite, and Ollama, with streaming responses, model selection, and persistent chat history.
Updated 2026-09-13 16:25:24 -04:00
A C++ implementation of the classic backpropagation example for a 2–2–2 feedforward neural network, demonstrating forward propagation, gradient calculation, and weight updates from scratch.
Updated 2026-07-31 01:32:45 -04:00
PixelWorkbench is a cozy retro-inspired personal website built with pure HTML and CSS. It combines a nostalgic pixel-art aesthetic with a clean, modern layout to showcase projects, coding notes, small web tools, and development updates. Lightweight, responsive, and free of frameworks, just handcrafted HTML and CSS.
Updated 2026-07-31 01:02:21 -04:00