changliu00 Goto Github PK

ascii-animation

Console ASCII Animation System

awgf

Codes for "Understanding and Accelerating Particle-Based Variational Inference" (ICML-19)

causal-semantic-generative-model

Codes for Causal Semantic Generative model (CSG), the model proposed in "Learning Causal Semantic Representation for Out-of-Distribution Prediction" (NeurIPS-21)

changdefs

sty file (macros and settings) for LaTeX

changliu00.github.io

Chang Liu's Homepage

config

vim config file

cygen

Codes for CyGen, the novel generative modeling framework proposed in "On the Generative Utility of Cyclic Conditionals" (NeurIPS-21)

deepqmc

Deep learning quantum Monte Carlo for electrons in real space

electric-field-moving-charge

ferminet

An implementation of the Fermionic Neural Network for ab-initio electronic structure calculations

ffjord

code for "FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models".

fgh-flow

Codes for "Understanding MCMC Dynamics as Flows on the Wasserstein Space" (ICML-19)

latent-space-ebm-prior

releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

riem-svgd

Codes for "Riemannian Stein Variational Gradient Descent for Bayesian Inference" (AAAI-18)

sg-geod-mcmc

Codes for "Stochastic Gradient Geodesic MCMC Methods" (NIPS-16)

stein-variational-gradient-descent

code for the paper "Stein Variational Gradient Descent (SVGD): A General Purpose Bayesian Inference Algorithm"

sylvester-flows

tex-conceal.vim

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

vim-compare-lines

A vim plugin to diff two lines of a buffer