Jacob Frausto's Projects
Starter code and data files for AA228/CS238 at Stanford University, Autumn 2023
A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/
A small Python tool that utilizes the Selenium web-driver in order to facilitate one of the tasks for my job.
Ensemble Monte Carlo method with Thompson Sampling to train an agent to play Blackjack, visualize the learned value function, and plot the win rate during training.
A nice Bootstrap HTML boilerplate using official Bootstrap CDN to start coding right away!
This research-focused repository seeks to perform a pragmatic assessment of Stability AI's latent diffusion models in their ability to generate images from text prompts. This assessment is achieved by employing a range of scoring metrics and subsequently computing a novel aggregate weighted measure.
A repo of the things I worked on with my JAVA3V class from iD Tech
Cracking the Coding Interview Repository for all the algorithms and solutions I've come up with.
CS238/AA228 Final Project: Applying Deep Q-Learning to No-Limit Texas Hold’em Poker
Midsemester project for PHYS 0112
A short "starter project" with the goal of generating a small 2D image dataset of abstract shapes (formed using Bezier curves) and then training a model to classify them.
First git repo
Some unfinished work with the Google Speech-to-Text API using Java
For Learning Python
Instant neural graphics primitives: lightning fast NeRF and more
The Unified Machine Learning Framework
Jacob Frausto's Personal Website Portfolio
Learning Django (REVISION)
A repo consisting of the projects I worked on when really diving into JS.
Used for my course on learning JUnit
Huggingface-compatible SDXL Unet implementation that is readily hackable
Minimal and clean examples of machine learning algorithms implementations
200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.
Firebase + Next.js Boilerplate
A collection of various Python Projects that I created and worked on in my spare time.