Ryan Nelson's repositories
CMU-02750-Query-Selection-Methods-in-Active-Learning
Spring 2021 - Automation of Scientific Research - course project
CMU-02712-VAE-Protein-Generation
Fall 2021 Biological Modeling and Simulation - Group Project
CMU-02750-Peptide-Design-using-Bayesian-Optimization
Spring 2021 - Automation of Scientific Research - course project
CMU-02718-Biomarker-Discovery-using-ML
Fall 2020 - Computational Medicine - course project
CMU-02750-Study-of-Type-2-Active-Learning-Algorithms
Spring 2021 - Automation of Scientific Research - course project
CMU-11685-Frame-Level-Classification-of-Speech-using-Deep-Learning
Fall 2021 Introduction to Deep Learning - Homework 1 Part 2 (Frame Level Classification of Speech)
python-simple-deploy
This project explores how to build a Python package using industry-standard project organization for distributable code and how to distribute code to PyPI.
CMU-02620-Taxonomic-Binning-for-Metagenomics
Spring 2021 Machine Learning for Scientists group project
CMU-11685-Face-Classification-Verification-using-Deep-Learning
Fall 2021 Introduction to Deep Learning - Homework 2 Part 2 (face classification, face verification)
CMU-11685-Utterance-to-Phoneme-Mapping
Fall 2021 Introduction to Deep Learning - Homework 3 Part 2 (RNN-based phoneme recognition)
CMU-02620-Implement-Gaussian-mixture-model
Spring 2021 Machine Learning for Scientists Course Project
CMU-02699-Image-Segmentation-via-GANs
Spring 2022 Bioimage Informatics (Self-Study ) project
CMU-02699-Image-Segmentation-via-GANs-v2
Spring 2022 Bioimage Informatics (Self-Study ) project using triplet loss and hard negative mining
CMU-02718-Agent-based-SIR-Model-for-COVID-19
Fall 2020 - Computational Medicine - course project
CMU-02718-Patient-Mortality-Classification-using-ML
Fall 2020 - Computational Medicine - course project
CMU-02718-Phenotype-Discovery-using-ML
Fall 2020 - Computational Medicine - course project
CMU-02718-SARS-CoV2-Vaccine-Design
Fall 2020 - Computational Medicine - course project
CMU-02750-Active-Learning-Guided-Protein-Production-Optimization
Spring 2021 Automation of Scientific Research - course project
CMU-Buggy-Bales-Cart
Fall 2021 woodworking project to design and build a better cart for installing and removing hay bales for CMU Buggy practices and races
diffusion-net
Pytorch implementation of DiffusionNet for fast and robust learning on 3D surfaces like meshes or point clouds.
documentation-theme-jekyll
A Jekyll-based theme designed for documentation and help systems. See the link for detailed instructions on setting up and configuring everything.
Great-Spaces-CMU
2022 Spring urban mapping project to document the pedestrian spaces at Carnegie Mellon University.
Great-Streets-Providence
2013 urban mapping project to document Providence, Rhode Island's lovely streets and spaces
Las-Catalinas-Beach-Town-Civic-Hall-Design-Competition
My submission for the 2022 design competition at Las Catalinas
MAP-Frick-Park
Fall 2020 graphic design project to develop a better map for Frick Park in Pittsburgh, PA
MAP-Minneapolis-Skyways
Summer 2019 mapping project to build a more accurate map of the Minneapolis skyway system
modAL
A modular active learning framework for Python
shelltools
Collection of scripts developed to showcase a command of Bash/zsh scripting or perform useful tasks.