├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── NOTICE ├── README.md ├── data ├── data_loader.py ├── download_openml.py └── process_data.py ├── merge_nested_data.py ├── model ├── extra_trees.py ├── light_gbm.py ├── linear_regressor.py ├── neural_aggregator.py ├── neural_network.py ├── random_forest.py └── searcher.py ├── nested_aggr_quantile_models.py ├── nested_base_quantile_models.py └── util ├── metric.py └── misc.py /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/quantile-aggregation/HEAD/CODE_OF_CONDUCT.md -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/quantile-aggregation/HEAD/CONTRIBUTING.md -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/quantile-aggregation/HEAD/LICENSE -------------------------------------------------------------------------------- /NOTICE: -------------------------------------------------------------------------------- 1 | Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. 2 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/quantile-aggregation/HEAD/README.md -------------------------------------------------------------------------------- /data/data_loader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/quantile-aggregation/HEAD/data/data_loader.py -------------------------------------------------------------------------------- /data/download_openml.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/quantile-aggregation/HEAD/data/download_openml.py -------------------------------------------------------------------------------- /data/process_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/quantile-aggregation/HEAD/data/process_data.py -------------------------------------------------------------------------------- /merge_nested_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/quantile-aggregation/HEAD/merge_nested_data.py -------------------------------------------------------------------------------- /model/extra_trees.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/quantile-aggregation/HEAD/model/extra_trees.py -------------------------------------------------------------------------------- /model/light_gbm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/quantile-aggregation/HEAD/model/light_gbm.py -------------------------------------------------------------------------------- /model/linear_regressor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/quantile-aggregation/HEAD/model/linear_regressor.py -------------------------------------------------------------------------------- /model/neural_aggregator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/quantile-aggregation/HEAD/model/neural_aggregator.py -------------------------------------------------------------------------------- /model/neural_network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/quantile-aggregation/HEAD/model/neural_network.py -------------------------------------------------------------------------------- /model/random_forest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/quantile-aggregation/HEAD/model/random_forest.py -------------------------------------------------------------------------------- /model/searcher.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/quantile-aggregation/HEAD/model/searcher.py -------------------------------------------------------------------------------- /nested_aggr_quantile_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/quantile-aggregation/HEAD/nested_aggr_quantile_models.py -------------------------------------------------------------------------------- /nested_base_quantile_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/quantile-aggregation/HEAD/nested_base_quantile_models.py -------------------------------------------------------------------------------- /util/metric.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/quantile-aggregation/HEAD/util/metric.py -------------------------------------------------------------------------------- /util/misc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/quantile-aggregation/HEAD/util/misc.py --------------------------------------------------------------------------------