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Isaacb's Projects

algosoup icon algosoup

Optimized implementation of Red-Black-Trees, Dynamic Programming, and Graph algorithms

beep-parser icon beep-parser

Parses BEEP source code and stores identified variables in a Dictionary

bitz icon bitz

Music sharing platform that allows users to send snippets of their favorite songs to friends.

bookgpt icon bookgpt

This project aims to generate complete books using GPT-4 and user input.

cnn icon cnn

Image classification network for MNIST

crf icon crf

Conditional Random Field for Name Entity Recognition on the CoNLL 2003 dataset

cryptofund icon cryptofund

Application of Deep Learning to asset management

devconnector icon devconnector

Social Network for Developers built with a MERN stack https://shielded-caverns-82233.herokuapp.com/

feedforward icon feedforward

Nueral network built from scratch that classifies images in MNIST dataset

flow icon flow

Computational framework for reinforcement learning in traffic control

glm_api icon glm_api

API to predict purchasing behavior using a Logistic Regression model

homemade-gpt icon homemade-gpt

Implementation of a small GPT model (124M parameters) from scratch

imagecompressionnn icon imagecompressionnn

Implementation of: Real-Time Adaptive Image Compression by Oren Rippel and Lubomir Bourdev

mimoney icon mimoney

JavaFX app to help people track thier expenses, view a summary of thier financial health, and set financial goals for themselves

mountaincar icon mountaincar

Training a vehicle to drive over a mountain side with Reinforcment Learning

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