.gitignore
.readthedocs.yaml
CONTRIBUTING.md
LICENSE
README.md
environment_gpu_tf.yml
environment_gpu_torch.yml
environment_tensorflow.yml
environment_torch.yml
pyproject.toml
setup.py
.github/workflows/python-package-conda.yml
.github/workflows/python-publish.yml
applications/predict_regressor_torch.py
applications/train_classifier_torch.py
applications/train_regressor_torch.py
config/deterministic_classifier.yml
config/deterministic_regression.yml
config/evidential_classifier.yml
config/evidential_classifier_torch.yml
config/evidential_regression.yml
config/evidential_regression_torch.yml
config/gauss_regression.yml
config/pbs_example.yaml
config/ptype/deterministic.yml
config/ptype/evidential.yml
config/surface_layer/evidential.yml
config/surface_layer/gaussian.yml
config/surface_layer/mlp.yml
data/ptype_sample.parquet
data/sample_cabauw_surface_layer.csv
docs/Makefile
docs/make.bat
docs/source/conf.py
docs/source/index.rst
docs/source/install.rst
docs/source/keras.md
docs/source/mlguess.keras.rst
docs/source/mlguess.rst
docs/source/mlguess.tests.rst
docs/source/mlguess.torch.rst
docs/source/torch.md
docs/source/_static/mlguess_logo.png
miles_guess.egg-info/PKG-INFO
miles_guess.egg-info/SOURCES.txt
miles_guess.egg-info/dependency_links.txt
miles_guess.egg-info/requires.txt
miles_guess.egg-info/top_level.txt
mlguess/VERSION
mlguess/__init__.py
mlguess/classifier_uq.py
mlguess/pbs.py
mlguess/pit.py
mlguess/plotting.py
mlguess/preprocessing.py
mlguess/regression_metrics.py
mlguess/regression_uq.py
mlguess/reliability.py
mlguess/splitting.py
mlguess/keras/__init__.py
mlguess/keras/callbacks.py
mlguess/keras/data.py
mlguess/keras/layers.py
mlguess/keras/losses.py
mlguess/keras/models.py
mlguess/keras/monte_carlo.py
mlguess/keras/seed.py
mlguess/keras/deprecated/callbacks.py
mlguess/keras/deprecated/losses.py
mlguess/keras/deprecated/models.py
mlguess/tests/__init__.py
mlguess/tests/test_environment.py
mlguess/tests/test_layers.py
mlguess/tests/test_models.py
mlguess/tests/test_pit.py
mlguess/tests/test_torch_checkpoint.py
mlguess/tests/test_torch_model.py
mlguess/torch/__init__.py
mlguess/torch/checkpoint.py
mlguess/torch/class_losses.py
mlguess/torch/distributed.py
mlguess/torch/layers.py
mlguess/torch/mc_dropout.py
mlguess/torch/metrics.py
mlguess/torch/mixed_precision.py
mlguess/torch/models.py
mlguess/torch/regression_losses.py
mlguess/torch/scheduler.py
mlguess/torch/trainer_classifier.py
mlguess/torch/trainer_regression.py
notebooks/classifier_example.ipynb
notebooks/classifier_example_torch.ipynb
notebooks/dna_example_torch.ipynb
notebooks/evidential_figure_1.ipynb
notebooks/paper_figures_categorical.ipynb
notebooks/paper_figures_regression.ipynb
notebooks/regression_example.ipynb
notebooks/regression_example_torch.ipynb
notebooks/shap.ipynb
notebooks/sounding-figure.ipynb
notebooks/subset_reference_datasets.ipynb