├── LICENSE ├── README.md ├── bnn ├── README.md ├── bnn_trainer.py ├── data │ └── boston │ │ ├── data.txt │ │ ├── index_features.txt │ │ ├── index_target.txt │ │ ├── index_test_1.txt │ │ ├── index_test_10.txt │ │ ├── index_test_11.txt │ │ ├── index_test_12.txt │ │ ├── index_test_13.txt │ │ ├── index_test_14.txt │ │ ├── index_test_15.txt │ │ ├── index_test_16.txt │ │ ├── index_test_17.txt │ │ ├── index_test_18.txt │ │ ├── index_test_19.txt │ │ ├── index_test_2.txt │ │ ├── index_test_20.txt │ │ ├── index_test_3.txt │ │ ├── index_test_4.txt │ │ ├── index_test_5.txt │ │ ├── index_test_6.txt │ │ ├── index_test_7.txt │ │ ├── index_test_8.txt │ │ ├── index_test_9.txt │ │ ├── index_train_1.txt │ │ ├── index_train_10.txt │ │ ├── index_train_11.txt │ │ ├── index_train_12.txt │ │ ├── index_train_13.txt │ │ ├── index_train_14.txt │ │ ├── index_train_15.txt │ │ ├── index_train_16.txt │ │ ├── index_train_17.txt │ │ ├── index_train_18.txt │ │ ├── index_train_19.txt │ │ ├── index_train_2.txt │ │ ├── index_train_20.txt │ │ ├── index_train_3.txt │ │ ├── index_train_4.txt │ │ ├── index_train_5.txt │ │ ├── index_train_6.txt │ │ ├── index_train_7.txt │ │ ├── index_train_8.txt │ │ ├── index_train_9.txt │ │ ├── n_splits.txt │ │ └── split_data_train_test.py ├── load_data.py ├── log_util.py ├── model_bayesnn.py ├── results │ ├── boston_test_error_adapted--0.5.txt │ ├── boston_test_error_adapted--1.0.txt │ ├── boston_test_error_alpha-0.0.txt │ ├── boston_test_error_alpha-0.5.txt │ ├── boston_test_error_alpha-1.0.txt │ ├── boston_test_ll_adapted--0.5.txt │ ├── boston_test_ll_adapted--1.0.txt │ ├── boston_test_ll_alpha-0.0.txt │ ├── boston_test_ll_alpha-0.5.txt │ ├── boston_test_ll_alpha-1.0.txt │ └── summary.py └── run.sh ├── gmm ├── README.md ├── evaluate.py ├── load.py ├── log_util.py ├── model_f_divergence.py ├── models.py └── trainer.py └── sac └── README.md /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/README.md -------------------------------------------------------------------------------- /bnn/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/README.md -------------------------------------------------------------------------------- /bnn/bnn_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/bnn_trainer.py -------------------------------------------------------------------------------- /bnn/data/boston/data.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/data.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_features.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_features.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_target.txt: -------------------------------------------------------------------------------- 1 | 13 2 | -------------------------------------------------------------------------------- /bnn/data/boston/index_test_1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_test_1.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_test_10.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_test_10.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_test_11.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_test_11.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_test_12.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_test_12.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_test_13.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_test_13.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_test_14.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_test_14.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_test_15.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_test_15.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_test_16.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_test_16.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_test_17.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_test_17.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_test_18.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_test_18.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_test_19.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_test_19.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_test_2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_test_2.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_test_20.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_test_20.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_test_3.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_test_3.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_test_4.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_test_4.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_test_5.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_test_5.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_test_6.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_test_6.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_test_7.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_test_7.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_test_8.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_test_8.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_test_9.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_test_9.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_train_1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_train_1.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_train_10.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_train_10.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_train_11.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_train_11.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_train_12.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_train_12.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_train_13.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_train_13.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_train_14.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_train_14.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_train_15.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_train_15.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_train_16.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_train_16.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_train_17.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_train_17.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_train_18.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_train_18.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_train_19.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_train_19.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_train_2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_train_2.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_train_20.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_train_20.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_train_3.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_train_3.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_train_4.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_train_4.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_train_5.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_train_5.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_train_6.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_train_6.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_train_7.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_train_7.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_train_8.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_train_8.txt -------------------------------------------------------------------------------- /bnn/data/boston/index_train_9.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/index_train_9.txt -------------------------------------------------------------------------------- /bnn/data/boston/n_splits.txt: -------------------------------------------------------------------------------- 1 | 20 2 | -------------------------------------------------------------------------------- /bnn/data/boston/split_data_train_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/data/boston/split_data_train_test.py -------------------------------------------------------------------------------- /bnn/load_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/load_data.py -------------------------------------------------------------------------------- /bnn/log_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/log_util.py -------------------------------------------------------------------------------- /bnn/model_bayesnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/model_bayesnn.py -------------------------------------------------------------------------------- /bnn/results/boston_test_error_adapted--0.5.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/results/boston_test_error_adapted--0.5.txt -------------------------------------------------------------------------------- /bnn/results/boston_test_error_adapted--1.0.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/results/boston_test_error_adapted--1.0.txt -------------------------------------------------------------------------------- /bnn/results/boston_test_error_alpha-0.0.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/results/boston_test_error_alpha-0.0.txt -------------------------------------------------------------------------------- /bnn/results/boston_test_error_alpha-0.5.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/results/boston_test_error_alpha-0.5.txt -------------------------------------------------------------------------------- /bnn/results/boston_test_error_alpha-1.0.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/results/boston_test_error_alpha-1.0.txt -------------------------------------------------------------------------------- /bnn/results/boston_test_ll_adapted--0.5.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/results/boston_test_ll_adapted--0.5.txt -------------------------------------------------------------------------------- /bnn/results/boston_test_ll_adapted--1.0.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/results/boston_test_ll_adapted--1.0.txt -------------------------------------------------------------------------------- /bnn/results/boston_test_ll_alpha-0.0.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/results/boston_test_ll_alpha-0.0.txt -------------------------------------------------------------------------------- /bnn/results/boston_test_ll_alpha-0.5.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/results/boston_test_ll_alpha-0.5.txt -------------------------------------------------------------------------------- /bnn/results/boston_test_ll_alpha-1.0.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/results/boston_test_ll_alpha-1.0.txt -------------------------------------------------------------------------------- /bnn/results/summary.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/results/summary.py -------------------------------------------------------------------------------- /bnn/run.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/bnn/run.sh -------------------------------------------------------------------------------- /gmm/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/gmm/README.md -------------------------------------------------------------------------------- /gmm/evaluate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/gmm/evaluate.py -------------------------------------------------------------------------------- /gmm/load.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/gmm/load.py -------------------------------------------------------------------------------- /gmm/log_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/gmm/log_util.py -------------------------------------------------------------------------------- /gmm/model_f_divergence.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/gmm/model_f_divergence.py -------------------------------------------------------------------------------- /gmm/models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/gmm/models.py -------------------------------------------------------------------------------- /gmm/trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/gmm/trainer.py -------------------------------------------------------------------------------- /sac/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dilinwang820/adaptive-f-divergence/HEAD/sac/README.md --------------------------------------------------------------------------------