Tsinghua Machine Learning Group

Repositories

• tianshou-feedstock

  Forked from conda-forge/tianshou-feedstock

  conda install tianshou -c conda-forge
  BSD-3-Clause 2 0 0 0 Updated Jun 26, 2021

• tianshou

  An elegant PyTorch deep reinforcement learning library.

  benchmark library pytorch dqn policy-gradient rl cql
  Python MIT 514 3,190 23 (1 issue needs help) 2 Updated Jun 26, 2021

• implicit-normalizing-flows

  Code for "Implicit Normalizing Flows" (ICLR 2021 spotlight)
  Python MIT 3 17 0 0 Updated May 26, 2021

• ares

  A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.

  nes pca bim benchmark-framework evolutionary spsa boundary
  Python MIT 46 217 1 4 Updated May 21, 2021

• tianshou-docs-zh_CN

  天授中文文档
  TeX 3 20 0 0 Updated May 5, 2021

• fpovi

  Code for "Function Space Particle Optimization for Bayesian Neural Networks"
  Python 5 10 0 1 Updated Apr 6, 2021

• imagenet-a-plus
  Python MIT 0 2 0 0 Updated Feb 24, 2021

• Prior-Guided-RGF
  Python 6 17 0 1 Updated Dec 13, 2020

• ood-dgm
  Python 0 5 0 0 Updated Oct 18, 2020

• vflow

  code for "VFlow: More Expressive Generative Flows with Variational Data Augmentation"
  Python MIT 3 27 0 0 Updated Oct 13, 2020

• wmvl

  Code for "A Wasserstein Minimum Velocity Approach to Learning Unnormalized Models"
  Jupyter Notebook 0 0 0 0 Updated Jul 4, 2020

• zhusuan

  A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow

  deep-learning probabilistic-programming graphical-models bayesian-inference generative-models
  Python MIT 402 2,053 7 4 Updated Jan 9, 2020

• stochastic_gcn

  Stochastic training of graph convolutional networks
  Python MIT 17 72 0 0 Updated Jun 19, 2019

• sEM-vr

  code for pLSA and LDA in the paper "Stochastic Expectation Maximization with Variance Reduction"
  C++ MIT 1 1 0 0 Updated Feb 14, 2019

• warplda

  Cache efficient implementation for Latent Dirichlet Allocation
  C++ MIT 56 158 4 0 Updated Jan 4, 2019

• CF-UIcA

  Code for "Collaborative Filtering with User-Item Co-Autoregressive Models"
  Python 5 14 1 0 Updated Mar 5, 2018

• pmd

  Population matching discrepancy
  Python 5 7 0 0 Updated Jan 7, 2018

• mmdcgm-ssl

  mmDCGMs for accurate classification and excellent class-conditional generation in semi-supervised learning
  Python 3 11 2 0 Updated Jun 19, 2017

• BigTopicModel

  Big Topic Model is a fast engine for running large-scale Topic Models.
  C++ MIT 6 24 7 0 Updated Mar 25, 2017

• spark

  Forked from apache/spark

  Mirror of Apache Spark
  Scala Apache-2.0 24,117 0 0 0 Updated Sep 15, 2016

• MEM_DGM

  Code for "Learning to Generate with Memory"
  Python 6 8 0 0 Updated May 30, 2016