├── Dockerfile ├── README.md ├── day1_bayesian-reasoning ├── presentation.pdf └── problem_set.pdf ├── day1_em ├── link_to_data.txt ├── problem_set.pdf ├── seminar_em.pdf └── task_em.ipynb ├── day2_vae ├── ae_interpolations.png ├── ae_reconstructions.png ├── ss_vae_x.png ├── ss_vae_xy.png ├── vae.png ├── vae_blank.ipynb └── vae_complete.ipynb ├── day3_policy_gradient ├── README.md ├── a2c_lstm_pytorch.ipynb ├── atari_util.py ├── env_pool.py ├── env_pool_torch.py ├── reinforce_pytorch.ipynb └── reinforce_pytorch_sln.ipynb ├── day3_qr-qnetwork ├── README.md ├── logger.py ├── qr-dqn-solution.ipynb ├── qr_dqn-colab.ipynb ├── qr_dqn-local.ipynb └── rl_utils.py ├── day4_gans ├── GAN_deep_bayes_solution.ipynb └── GAN_deep_bayes_updated.ipynb ├── day5_gp ├── EI_vs_logEI.png ├── airline.npz ├── airline_result.png ├── gp.png ├── gp_basic.ipynb ├── gp_basic_filled.ipynb ├── gpy_opt.ipynb ├── gpy_opt_filled.ipynb ├── test_data.csv ├── training_data.csv └── utility.py ├── day6_sparse-variational-dropout ├── logger.py ├── svdo-colab.ipynb ├── svdo-local.ipynb └── svdo-solution.ipynb ├── deepbayes.png └── xvfb /Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bayesgroup/deepbayes-2018/HEAD/Dockerfile -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bayesgroup/deepbayes-2018/HEAD/README.md -------------------------------------------------------------------------------- /day1_bayesian-reasoning/presentation.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bayesgroup/deepbayes-2018/HEAD/day1_bayesian-reasoning/presentation.pdf -------------------------------------------------------------------------------- /day1_bayesian-reasoning/problem_set.pdf: 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