Name: Jose Guadalupe Hernandez, PhD
Type: User
Company: Cedars Sinai
Bio: Postdoc @ Cedars-Sinai Department of Computational Biomedicine | Dual PhD in Computer Science + Ecology, Evolution, and Behavior from Michigan State University
Twitter: jgh9094
Location: Los Angeles, CA
Blog: https://jgh9094.github.io/
Jose Guadalupe Hernandez, PhD's Projects
Automated Quantitative Trait Locus Analysis (AutoQTL)
Trying out different ideas with AutoQTL
BeakerWorld: A Platform Dedicated to Studying for Studying and Exploring Evolutionary Pressures That Lead to Major Transitions.
ECP-CANDLE Benchmarks
Python scripts used for my guest lecture at Carleton College regarding merge sort.
This project explores the use of integration cohorts to the lexicase selection scheme. The end goal is to show that by adding these cohorts, the amount of solutions discovered is not heavily negatively impacted.
Research with Dr. Ofria and Alex on host/parasite co-evolution
Semester Project for CSE 812
Semester project for CSE 848!
This repository is dedicated to diagnosing the effect an island model has within a simple evolutionary algorithm.
Source code for the Selection Schemes Diagnotics Project. This the first part of many to come.
All source code, statistical analysis, and supplementary material for our Evolutionary Computation Journal (ECJ) 2023 submission.
A library of tools for scientific software development, with emphasis on also being able to build web interfaces using Emscripten.
Source code and supplemental material for our 2024 GECCO submission, Integrating selection objectives within TPOT2.
Repository dedicated to code for GPTP 2021.
Repository associated with 2024 GPTP paper submission.
Evolving consensus using SignalGP and parasites.
A beautiful Jekyll theme for academics
An extention of the P3B3 project where we incorporate knowledge distillation into the multi task convolutional neural network.
Modular Agent Based Evolution Framework
Our initial attempt to implement the epistatic side of starbase.
A public wiki for the devolab!
Repository associated with the development of diagnostic problems for analyzing selection schemes.
Capturing the event-driven programming paradigm in GP. Comparing results to traditional linear GP.
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Repository dedicated to trying stuff with tpot2.
Workshop for Avida Ed Software Development