Mingyuan Zhou's repositories
DeepLDA_TLASGR_MCMC
Matlab Code for Deep latent Dirichlet allocation with topic-layer-adaptive stochastic gradient Riemannian MCMC
ARM-gradient
Low variance, unbiased gradient for discrete latent variable models.
NBP_random_count_matrices
Negative binomial process random count matrices and naive Bayes classifiers
ARSM
Low-variance and unbiased gradient for backpropagation through categorical random variables, with application in variational auto-encoder and reinforcement learning. ICML 2019
bibtex-js
BibTeX-js can parse a BibTeX-file and render it as part of an HTML file. This way, you can easily add a list of publications to your private homepage or display a list of recommended publications for a seminar. The way the entries are display can be customized using a simple template system and CSS.
covid19-forecast-hub
Projections of COVID-19, in standardized format
Fast-simulation-of-hyperplane-truncated-multivariate-normal-distributions
Yulai Cong, Bo Chen*, and Mingyuan Zhou*, Fast simulation of hyperplane-truncated multivariate normal distributions, Bayesian Analysis, Vol. 12, No. 4, pp: 1017-1037, 2017.
FoF_EPPF
Matlab Code for "Frequency of frequencies distributions and size dependent exchangeable random partitions"
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Multimodal_PGBN
The demo for Multimodal_PGBN
self-critical.pytorch
Unofficial pytorch implementation for Self-critical Sequence Training for Image Captioning; py3 version in py3 branch (it actually should be compatible to both py2 and py3)