├── .gitignore ├── README.md ├── assets ├── outputs.png └── sel_img.png ├── configs ├── kingdra_ladder_im_20news.json ├── kingdra_ladder_im_cifar10.json ├── kingdra_ladder_im_mnist.json ├── kingdra_ladder_im_reuters.json └── kingdra_ladder_im_stl10.json ├── kingdra_cluster ├── __init__.py ├── kingdra_cluster.py ├── ladder_utils.py ├── mi_ladder_unsup.py ├── unsup_ens_utils.py ├── unsup_losses.py └── unsup_metrics.py ├── run_exp.py └── setup.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/divamgupta/deep-clustering-kingdra/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/divamgupta/deep-clustering-kingdra/HEAD/README.md -------------------------------------------------------------------------------- /assets/outputs.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/divamgupta/deep-clustering-kingdra/HEAD/assets/outputs.png -------------------------------------------------------------------------------- /assets/sel_img.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/divamgupta/deep-clustering-kingdra/HEAD/assets/sel_img.png -------------------------------------------------------------------------------- /configs/kingdra_ladder_im_20news.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/divamgupta/deep-clustering-kingdra/HEAD/configs/kingdra_ladder_im_20news.json -------------------------------------------------------------------------------- /configs/kingdra_ladder_im_cifar10.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/divamgupta/deep-clustering-kingdra/HEAD/configs/kingdra_ladder_im_cifar10.json -------------------------------------------------------------------------------- /configs/kingdra_ladder_im_mnist.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/divamgupta/deep-clustering-kingdra/HEAD/configs/kingdra_ladder_im_mnist.json -------------------------------------------------------------------------------- /configs/kingdra_ladder_im_reuters.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/divamgupta/deep-clustering-kingdra/HEAD/configs/kingdra_ladder_im_reuters.json -------------------------------------------------------------------------------- /configs/kingdra_ladder_im_stl10.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/divamgupta/deep-clustering-kingdra/HEAD/configs/kingdra_ladder_im_stl10.json -------------------------------------------------------------------------------- /kingdra_cluster/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /kingdra_cluster/kingdra_cluster.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/divamgupta/deep-clustering-kingdra/HEAD/kingdra_cluster/kingdra_cluster.py -------------------------------------------------------------------------------- /kingdra_cluster/ladder_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/divamgupta/deep-clustering-kingdra/HEAD/kingdra_cluster/ladder_utils.py -------------------------------------------------------------------------------- /kingdra_cluster/mi_ladder_unsup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/divamgupta/deep-clustering-kingdra/HEAD/kingdra_cluster/mi_ladder_unsup.py -------------------------------------------------------------------------------- /kingdra_cluster/unsup_ens_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/divamgupta/deep-clustering-kingdra/HEAD/kingdra_cluster/unsup_ens_utils.py -------------------------------------------------------------------------------- /kingdra_cluster/unsup_losses.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/divamgupta/deep-clustering-kingdra/HEAD/kingdra_cluster/unsup_losses.py -------------------------------------------------------------------------------- /kingdra_cluster/unsup_metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/divamgupta/deep-clustering-kingdra/HEAD/kingdra_cluster/unsup_metrics.py -------------------------------------------------------------------------------- /run_exp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/divamgupta/deep-clustering-kingdra/HEAD/run_exp.py -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/divamgupta/deep-clustering-kingdra/HEAD/setup.py --------------------------------------------------------------------------------