Pinned Repositories
ant-colony-rl
An interactive ant colony simulation using reinforcement learning (Q-learning) implemented in JavaScript and HTML5 Canvas. Features real-time visualization of ants foraging for food, pheromone trails, and adaptive behavior over multiple episodes. Demonstrates emergent swarm intelligence and basic AI principles.
api-gateway
A Django-based API Gateway service with rate limiting, monitoring, and logging capabilities.
authorship-attribution
Authorship attribution in tweeting.
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.
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.
position-weight-matrix
Implementation of Position weight matrix on a DnaA 9-mers.
resumer-parser
A simple tool parses PDF resumes, extracting key information such as personal details, work experience, education, and skills.
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.
jeffasante's Repositories
jeffasante/authorship-attribution
Authorship attribution in tweeting.
jeffasante/position-weight-matrix
Implementation of Position weight matrix on a DnaA 9-mers.
jeffasante/ant-colony-rl
An interactive ant colony simulation using reinforcement learning (Q-learning) implemented in JavaScript and HTML5 Canvas. Features real-time visualization of ants foraging for food, pheromone trails, and adaptive behavior over multiple episodes. Demonstrates emergent swarm intelligence and basic AI principles.
jeffasante/api-gateway
A Django-based API Gateway service with rate limiting, monitoring, and logging capabilities.
jeffasante/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.
jeffasante/former
Simple transformer implementation from scratch in pytorch.
jeffasante/resumer-parser
A simple tool parses PDF resumes, extracting key information such as personal details, work experience, education, and skills.
jeffasante/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.
jeffasante/captcha
Solving CAPTCHAs using Pytorch.
jeffasante/chrome-dino-RL
Deep Q-Learning Network in pytorch.
jeffasante/decor-test
jeffasante/ivy
The Unified Machine Learning Framework
jeffasante/jeffasante.github.io
My self.
jeffasante/ml-microservice-streamlit
Deploying a machine learning app, which predict loan approval, using streamlit (locally).
jeffasante/nostalgia
recommends taste.
jeffasante/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.
jeffasante/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.
jeffasante/rustviz
A high-performance CSV analysis tool built with Rust and WebAssembly.
jeffasante/Simple-Data-Science
This is a "Hello World" to Data Science.
jeffasante/payslip-viewer
progress
jeffasante/phone-number-generator
Generates random phone numbers.
jeffasante/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.
jeffasante/quantum-neurogenesis
Reproducing Human Brain Neurogenesis with AI and Quantum Computing
jeffasante/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.
jeffasante/spokenDigit-DCGAN
Using Deep Convolutional Generative Adversarial Networks to generate new spoken digits.
jeffasante/Unofficial-GCN-Kipf-Welling-Implementation
Unofficial PyTorch implementation of the GCN architecture from Kipf & Welling's paper using Einops for efficient graph convolutions.