Julieanna Bacon's Projects
Machine learning, statistics, and data mining for astronomy and astrophysics
Small python library to work with astronomy catalogs and fits image files
Value iteration to solve the Bellman equation
some class projects and assignments from mostly data structures & algorithms
Final Project CSCI E-104 Advanced Deep Learning: Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking
Evolutionary Scale Modeling (esm): Pretrained language models for proteins
Experiment in Informed ML: Boundaries between utilizing distributional prior knowledge and direct disciminative modeling.
Exploration of data driven methods for non-linear dynamics analysis
Automated pipeline for galactic distance inference.
ROS package for robotics final project
Machine learning pipeline including implementation of multi-layer perceptron and PCA.