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isaacschaal's Projects

capstone_code_repository icon capstone_code_repository

A code repository for my Capstone Project. Includes the code for GANs that I used, as well as the various python and shell scripts I used for collecting and processing data.

genmatch_cloud icon genmatch_cloud

Use for testing and tutorials for Genetic Matching executed in AWS EC2.

machine-learning icon machine-learning

Projects done analyzing the performance of various ML algorithms on a variety of datasets. Cleaning Data, Feature Selection, Model Selection, and Analysis.

math icon math

Math Projects: Mathematical Modeling as well as Proof Sets. Check out why its impossible to have optimal schedules for large sports leagues in the Math of Sports Scheduling, and learn how to implement RSA in Proof Set #3!

modeling-simulation-decision_making icon modeling-simulation-decision_making

Solving a variety of modeling problems using Simulation Environments, Cellular Automata, Networks, and Monte Carlo Simulations. All projects are done with a focus on in-depth analysis of the results.

modern-computational-statistics icon modern-computational-statistics

Using Bayesian statistics in combination with Python and Stan for reporting on a variety of statistical modeling problems. Distributions, Choosing Priors, Generating Samples from Posteriors, Model Comparison and Evaluation and more!

stylegan icon stylegan

StyleGAN - Official TensorFlow Implementation

toro_demo icon toro_demo

A full working implementation of Toro, the Autonomous AI Artist. This repo functions as a Demo for Capstone grading purposes.

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