Yikai Wu's repositories
AutoEq
Automatic headphone equalization from frequency responses
DIFUSCO
Code of NeurIPS paper: arxiv.org/abs/2302.08224
discs
DISCS: The code base for the Benchmark for Discrete Sampling
GFlowNet-CombOpt
PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with GFlowNets".
modern-bayes
Modern Bayesian statistics, STA 360/602, Duke University, Department of Statistical Science
pacbayes-opt
Optimizing PAC-Bayes bounds for Stochastic Neural Networks with Gaussian weights
PBB
PAC-Bayes with Backprop - Tighter risk certificates for neural networks
pgdl
Winning Solution of the NeurIPS 2020 Competition on Predicting Generalization in Deep Learning
PyHessian
PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks
quanta-discovery
Exploring "quanta" of LLM capabilities and computational internals
yikai-wu.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics