Tsinghua Machine Learning Group
- FIT Building, Tsinghua University, Beijing, China
- http://ml.cs.tsinghua.edu.cn
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Pinned repositories
Repositories
tianshou
An elegant, flexible, and superfast PyTorch deep reinforcement learning platform. (For previewed features, please checkout the "dev" branch)
realsafe
A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.
wmvl
Code for "A Wasserstein Minimum Velocity Approach to Learning Unnormalized Models"
vflow
code for "VFlow: More Expressive Generative Flows with Variational Data Augmentation"
tianshou-docs-zh_CN
天授中文文档
zhusuan
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
stochastic_gcn
Stochastic training of graph convolutional networks
fpovi
Code for "Function Space Particle Optimization for Bayesian Neural Networks"
sEM-vr
code for pLSA and LDA in the paper "Stochastic Expectation Maximization with Variance Reduction"
warplda
Cache efficient implementation for Latent Dirichlet Allocation
CF-UIcA
Code for "Collaborative Filtering with User-Item Co-Autoregressive Models"
mmdcgm-ssl
mmDCGMs for accurate classification and excellent class-conditional generation in semi-supervised learning
BigTopicModel
Big Topic Model is a fast engine for running large-scale Topic Models.
