Chunlin Li's starred repositories
ReHLine-python
Regularized Composite ReLU-ReHU Loss Minimization with Linear Computation and Linear Convergence
diffusion_tutorial
diffusion generative model
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
benchmarking-gnns
Repository for benchmarking graph neural networks
ControlNet
Let us control diffusion models!
GenomicSEM
R-package for structural equation modeling based on GWAS summary data
lower-bounds-for-Metropolis-Hastings
A Python implementation to estimate lower bounds on the geometric convergence rate for RWM Metropolis-Hastings from the pre-print https://arxiv.org/abs/2212.05955.
awesome-normalizing-flows
Awesome resources on normalizing flows.
pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
CompositionalCovariance
Repository for code from "Direct covariance matrix estimation with compositional data"
awesome-ensemble-learning
Ensemble learning related books, papers, videos, and toolboxes
nonlinear-causal
nl-causal: nonlinear causal inference based on IV regression in Python
dnn-locate
dnn-locate is a python module for discriminative features localization based on neural networks.
transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
PyTorch-BigGraph
Generate embeddings from large-scale graph-structured data.