├── .circleci └── config.yml ├── .gitignore ├── AUTHORS.rst ├── LICENSE ├── MANIFEST.in ├── Makefile ├── README.rst ├── RELEASE.rst ├── aboleth ├── __init__.py ├── baselayers.py ├── datasets.py ├── distributions.py ├── hlayers.py ├── impute.py ├── initialisers.py ├── kernels.py ├── layers.py ├── losses.py ├── prediction.py ├── random.py ├── util.py └── version.py ├── data ├── motorcycle_X.npy └── motorcycle_Y.npy ├── demos ├── classification.py ├── imputation.py ├── mnist_softmax_regression.py ├── multi_input.py ├── regression.py ├── regression_keras.py ├── regression_tutorial.py └── sarcos.py ├── docs ├── GP_approx.png ├── Makefile ├── api │ ├── api.rst │ ├── baselayers.rst │ ├── datasets.rst │ ├── distributions.rst │ ├── hlayers.rst │ ├── impute.rst │ ├── kernels.rst │ ├── layers.rst │ ├── losses.rst │ ├── random.rst │ └── util.rst ├── authors.rst ├── conf.py ├── contributing.rst ├── demos.rst ├── index.rst ├── installation.rst ├── quickstart.rst ├── requirements.txt ├── tensorboard_sarcos.png └── tutorials │ ├── keras_integration.rst │ ├── regression_figs │ ├── bayesian_linear.png │ ├── data.png │ ├── deep_gpr.png │ ├── gpr.png │ ├── gpr_varrbf.png │ ├── linear.png │ ├── nnet.png │ ├── nnet_bayesian.png │ ├── nnet_bayesian_1000.png │ ├── nnet_dropout.png │ ├── ridge_linear.png │ ├── robust_gpr.png │ ├── svr.png │ └── svr_dropout.png │ ├── regression_keras.png │ ├── saving_loading.rst │ ├── some_regressors.rst │ └── tutorials.rst ├── setup.cfg ├── setup.py └── tests ├── __init__.py ├── conftest.py ├── test_baselayers.py ├── test_distributions.py ├── test_hlayers.py ├── test_impute.py ├── test_initialisers.py ├── test_kernels.py ├── test_layers.py ├── test_losses.py ├── test_prediction.py ├── test_utils.py └── util.py /.circleci/config.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gradientinstitute/aboleth/HEAD/.circleci/config.yml 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