jeffasante

grpo-maze-solver

A reinforcement learning agent that learns to solve mazes using Group Relative Policy Optimization (GRPO).

authorship-attribution

Authorship attribution in tweeting.

position-weight-matrix

Implementation of Position weight matrix on a DnaA 9-mers.

ant-colony-rl

An interactive JavaScript simulation of ant colonies using reinforcement learning (Q-learning), showcasing real-time foraging, pheromone trails, and emergent swarm intelligence.

directree

A command-line tool written in Go that generates a tree-like visualization of a directory structure.

ds-ml-ai-projects

Here's lies my datascience, ml and Ai projects, where I've buried more failed models than I have hopes for the future. Enter at your own risk.

former

Simple transformer implementation from scratch in pytorch.

number-sense

A web-based game inspired by the mysterious data refinement work seen in Apple TV+'s "Severance".

resumer-parser

A simple tool parses PDF resumes, extracting key information such as personal details, work experience, education, and skills.

api-gateway

A Django-based API Gateway service with rate limiting, monitoring, and logging capabilities.

breeze

Breeze: A user-friendly mobile app delivering real-time air quality details, key metrics, and global insights. Effortlessly manage cities, explore with search, and visualize data on an interactive map. Personalize your experience with customizable settings. Your go-to for accurate air quality info.

captcha

Solving CAPTCHAs using Pytorch.

chrome-dino-RL

Deep Q-Learning Network in pytorch.

decor-test

ivy

The Unified Machine Learning Framework

jeffasante.github.io

My self.

ml-microservice-streamlit

Deploying a machine learning app, which predict loan approval, using streamlit (locally).

nostalgia

recommends taste.

reddit-stress

This repository contains code for a Reddit stress detection application, utilizing machine learning models to predict whether a given text contains indications of stress. It also includes functionality to fetch comments from Reddit for further analysis.

RL-PPO-SharpShooter

Custom-built Proximal Policy Optimization (PPO) agent learns to master a 2D shooter game. Features from-scratch PPO implementation, Pygame-based environment, and OpenAI Gym integration. Showcases reinforcement learning in game AI, combining advanced algorithm development with practical game design.

rustviz

A high-performance CSV analysis tool built with Rust and WebAssembly.

bfs-metal

Breadth-First Search (BFS) using Metal for GPU acceleration on macOS.

mathexpr

A simple, functional Rust library for parsing and evaluating mathematical expressions.

nimble

A diffusion-based model that transforms bitmap images into point-based vector sketches using JAX and Flax, inspired by human drawing processes.

payslip-viewer

progress

pingit

A real-time network monitoring tool built with vanilla JavaScript that allows you to check website availability, latency, and response times with a clean, modern UI.

quantum-neurogenesis

Reproducing Human Brain Neurogenesis with AI and Quantum Computing

radical-compression

A lossless compression algorithm combining data compression with cryptographic properties, achieving 50% compression ratio with basic data security. Built in C and Python.

spokenDigit-DCGAN

Using Deep Convolutional Generative Adversarial Networks to generate new spoken digits.

Unofficial-GCN-Kipf-Welling-Implementation

Unofficial PyTorch implementation of the GCN architecture from Kipf & Welling's paper using Einops for efficient graph convolutions.