David Xu's repositories
ErgFlow.jl
This is Ergodic variational flo w packge repo
Ergodic-variational-flow-code
Code that reproduce experiments in [Ergodic variational flow](https://arxiv.org/pdf/2205.07475.pdf)
NF-playground
model zoo for normalizing flows
Bijectors.jl
Implementation of normalising flows and constrained random variable transformations
DynamicHMC.jl
Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.
GlobalSensitivity.jl
Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia
gsubsampling
Reference implementation for "Group Equivariant Subsampling"
InteractDetect
Anonymous code repo for Neurips24 submission: Automated Discovery of Pairwise Interactions from Unstructured Data
InvertibleNetworks.jl
A Julia framework for invertible neural networks
KL-divergence-estimators
Testing methods for estimating KL-divergence from samples.
machine-learning-notes
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
MicroCanonicalHMC.jl
Implementation of Arxiv:2212.08549 in Julia
no-style-please
A (nearly) no-CSS, fast, minimalist Jekyll theme.
normalizing-flows
PyTorch implementation of normalizing flow models