This is your work, valued
nuPI. Official implementation for the ICML 2024 paper "On PI controllers for updating Lagrange multipliers in constrained optimization"
weight-sharing-regularization. The experiments of the paper "Weight-sharing Regularization"
SPPO. The official implementation of Self-Play Preference Optimization (SPPO)
Pitfalls-of-Memorization. Understanding the interplay between memorization and generalization in neural networks, featuring MAT, a learning algorithm to enhance robustness by mitigating spurious correlations.
Stochastic-Extragradient. Jupyter Notebook
cooper. A general-purpose, deep learning-first library for constrained optimization in PyTorch
AutoEquiv. Group Equivariant Linear Maps
Stepic. Python
Beng-181. Bioinformatics Algorithms
papers. :paperclip: Summaries of papers on deep learning
CIS521. Intro to Artificial Intelligence (Don't steal my code bro!)
AI-Sudoku. Solving sudoku puzzle using backtracking and AC-3
Messenger. Relational messaging database schema for one-to-one and group chat apps with attachments and MySQL Workbench model.
Artificial-Intelligence. CSCI-561 AI Assignments.
