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arm-gradient

Low variance, unbiased gradient for discrete latent variable models.

arsm

Low-variance and unbiased gradient for backpropagation through categorical random variables, with application in variational auto-encoder and reinforcement learning. ICML 2019

bdl_fall2019

beta-diffusion

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.

bnbp_collapsed

Collapsed Gibbs sampler for the beta-negative binomial process

bnpseq

Bayesian Nonparametric Differential Expression Analysis of Sequencing Count Data

covid19-forecast-hub

Projections of COVID-19, in standardized format

dds-covid19.github.io

deeplda_tlasgr_mcmc

Matlab Code for Deep latent Dirichlet allocation with topic-layer-adaptive stochastic gradient Riemannian MCMC

epm

Infinite Edge Partition Models

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"

gbn

Gamma Belief Networks

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

mingyuanzhou.github.io

multimodal_pgbn

The demo for Multimodal_PGBN

nbfa

Negative Binomial Factor Analysis

nbp_random_count_matrices

Negative binomial process random count matrices and naive Bayes classifiers

pbdn

Parsimonious Bayesian Deep Networks

pgds

Poisson-Gamma dynamical systems

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)

sid

sid-lsg

Score identity Distillation with Long and Short Guidance for One-Step Text-to-Image Generation

sivi

sta371g

sta371g_fall2017

sta371g_fall2018

sta371g_spring2014

Spring 2014, STA 371G: Statistics and Modeling

sta371g_spring2015

STA 371G, Spring 2015