├── .gitignore ├── LICENSE ├── README.md ├── configs └── run.sh ├── environment.yml ├── experiments ├── mnist_global.py ├── toy_global.py ├── vargp.py ├── vargp_retrain.py └── wandb_utils.py ├── notebooks ├── .gitattributes ├── mnist.ipynb ├── results │ ├── pmnist.csv │ ├── re-vargp-toy │ │ ├── ckpt0.pt │ │ └── ckpt1.pt │ ├── smnist.csv │ ├── vargp-pmnist-seed1 │ │ ├── ckpt0.pt │ │ ├── ckpt1.pt │ │ ├── ckpt2.pt │ │ ├── ckpt3.pt │ │ ├── ckpt4.pt │ │ ├── ckpt5.pt │ │ ├── ckpt6.pt │ │ ├── ckpt7.pt │ │ ├── ckpt8.pt │ │ ├── ckpt9.pt │ │ └── test_acc_and_ent.npz │ ├── vargp-smnist │ │ ├── ckpt0.pt │ │ ├── ckpt1.pt │ │ ├── ckpt2.pt │ │ ├── ckpt3.pt │ │ ├── ckpt4.pt │ │ └── test_acc_and_ent.npz │ ├── vargp-toy-seed1 │ │ ├── ckpt0.pt │ │ └── ckpt1.pt │ ├── varying_M.csv │ ├── vcl-pmnist-seed1 │ │ └── test_acc_and_ent.npz │ ├── vcl-smnist-seed1 │ │ └── test_acc_and_ent.npz │ └── vcl-toy-seed1 │ │ ├── grid_pred_probs_0.npz │ │ └── grid_pred_probs_1.npz ├── toy.ipynb └── toy_global.ipynb └── var_gp ├── __init__.py ├── datasets.py ├── gp_utils.py ├── kernels.py ├── likelihoods.py ├── models_global.py ├── train_utils.py ├── train_utils_global.py ├── vargp.py └── vargp_retrain.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/uber-research/vargp/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/uber-research/vargp/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/uber-research/vargp/HEAD/README.md -------------------------------------------------------------------------------- /configs/run.sh: 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