├── README.md ├── __init__.py ├── config.py ├── deep_orderless_bernoulli_nade.py ├── results ├── MNIST_1HL │ ├── costs.png │ ├── epoch_costs.txt │ ├── epoch_costs_by_step.txt │ └── valid_test_LL.txt └── MNIST_2HL │ ├── costs.png │ ├── epoch_costs.txt │ ├── epoch_costs_by_step.txt │ └── valid_test_LL.txt ├── train_model.py └── utils.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yaoli/nade_k/HEAD/README.md -------------------------------------------------------------------------------- /__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yaoli/nade_k/HEAD/config.py -------------------------------------------------------------------------------- /deep_orderless_bernoulli_nade.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yaoli/nade_k/HEAD/deep_orderless_bernoulli_nade.py -------------------------------------------------------------------------------- /results/MNIST_1HL/costs.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yaoli/nade_k/HEAD/results/MNIST_1HL/costs.png -------------------------------------------------------------------------------- /results/MNIST_1HL/epoch_costs.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yaoli/nade_k/HEAD/results/MNIST_1HL/epoch_costs.txt -------------------------------------------------------------------------------- /results/MNIST_1HL/epoch_costs_by_step.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yaoli/nade_k/HEAD/results/MNIST_1HL/epoch_costs_by_step.txt -------------------------------------------------------------------------------- /results/MNIST_1HL/valid_test_LL.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yaoli/nade_k/HEAD/results/MNIST_1HL/valid_test_LL.txt -------------------------------------------------------------------------------- /results/MNIST_2HL/costs.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yaoli/nade_k/HEAD/results/MNIST_2HL/costs.png -------------------------------------------------------------------------------- /results/MNIST_2HL/epoch_costs.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yaoli/nade_k/HEAD/results/MNIST_2HL/epoch_costs.txt -------------------------------------------------------------------------------- /results/MNIST_2HL/epoch_costs_by_step.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yaoli/nade_k/HEAD/results/MNIST_2HL/epoch_costs_by_step.txt -------------------------------------------------------------------------------- /results/MNIST_2HL/valid_test_LL.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yaoli/nade_k/HEAD/results/MNIST_2HL/valid_test_LL.txt -------------------------------------------------------------------------------- /train_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yaoli/nade_k/HEAD/train_model.py -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yaoli/nade_k/HEAD/utils.py --------------------------------------------------------------------------------