Kabsch Algorithm: NumPy, PyTorch, TensorFlow, and JAX
Learn about the Kabsch algorithm for optimal point alignment with implementations in NumPy, PyTorch, TensorFlow, and JAX …
Python
Automated Adatom Diffusion Workflow
Python-wrapped reference implementation for surface diffusion simulations using LAMMPS and EAM potentials, with …
Mini-Protein Trajectory Generation
Automated GROMACS pipeline generating high-fidelity MD trajectories with atomic force extraction for Neural Network …
Look, Don't Tweet: Unified Data Models for Social NLP
PyConversations library and unified data schema for normalizing 300M+ posts across Twitter, Reddit, Facebook, and 4chan.
PyConversations: Social Media Conversational Analysis
Undergraduate thesis exploring representation learning for social media text and developing tools for cross-platform …
Count Vectorization with scikit-learn in Python
Learn count vectorization in Python: convert text to numerical vectors using scikit-learn's CountVectorizer with …
Term Schedule Optimizer
A constraint satisfaction solver built to generate conflict-free university schedules from web-scraped course data.
Rubik's Cube Player - Drexel Music Hackathon 2017
A hackathon project that converts Rubik's cube faces into music, creating more harmonious sounds as the cube becomes …
Rubik's Cube Sonification
A hackathon experiment in algorithmic musicology: mapping the visual entropy of a Rubik's Cube to harmonic audio …