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  • 📖 Pursuing MS in Computer Science w/ Specialization in AI @ Stanford University.

  • 💡 Open to collaborating on projects and innovative ideas.

  • 💻 Currently interested in generative modeling, neural rendering, egocentric vision, and human-autonomy interactions.

📈 Stats
My Github Stats

Jacob Frausto's Projects

autotagger icon autotagger

A small Python tool that utilizes the Selenium web-driver in order to facilitate one of the tasks for my job.

blackjackrl icon blackjackrl

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.

caldmtis icon caldmtis

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.

codingappsjava icon codingappsjava

A repo of the things I worked on with my JAVA3V class from iD Tech

ctci_java icon ctci_java

Cracking the Coding Interview Repository for all the algorithms and solutions I've come up with.

deepqholdem icon deepqholdem

CS238/AA228 Final Project: Applying Deep Q-Learning to No-Limit Texas Hold’em Poker

genclassbezier2d icon genclassbezier2d

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.

instant-ngp icon instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

ivy icon ivy

The Unified Machine Learning Framework

minsdxl icon minsdxl

Huggingface-compatible SDXL Unet implementation that is readily hackable

mlalgorithms icon mlalgorithms

Minimal and clean examples of machine learning algorithms implementations

mle-flashcards icon mle-flashcards

200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.

no-bs icon no-bs

Firebase + Next.js Boilerplate

pythonprojects icon pythonprojects

A collection of various Python Projects that I created and worked on in my spare time.

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