Discover @changliu00 Open Source projects

Chang Liu (@changliu00)

changliu00

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169
Global Rank 139,784 (Top 5 %)
Followers 92
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Registered almost 8 years ago
Most used languages

C++
42.9 %

Python
28.6 %

Jupyter Notebook
28.6 %
Location 🇨🇳 China
Country Total Rank 17,346
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Jupyter Notebook
1,000

Python
4,114

C++
4,295

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)

cygen

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

AWGF

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

Jupyter Notebook

FGH-flow

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

Jupyter Notebook

SG-Geod-MCMC

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

ascii-animation

Console ASCII Animation System

Riem-SVGD

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