├── .gitignore ├── Jenkinsfile ├── LICENSE ├── MANIFEST.in ├── README.rst ├── docs ├── Makefile ├── _images │ ├── bit.svg │ ├── doc.svg │ ├── git.svg │ ├── history_plot.png │ └── pypi.svg ├── _templates │ └── _ ├── conf.py ├── index.rst ├── make.bat └── pages │ ├── details.rst │ ├── examples.rst │ ├── examples │ ├── 2d_field_inference │ │ ├── 2d_field_inference.rst │ │ ├── output_18_0.png │ │ ├── output_22_0.png │ │ ├── output_38_0.png │ │ ├── output_42_0.png │ │ ├── output_46_0.png │ │ ├── output_54_0.png │ │ ├── output_56_0.png │ │ ├── output_60_0.png │ │ └── output_69_0.png │ ├── additive_noise │ │ ├── additive_noise.rst │ │ ├── additive_noise.zip │ │ ├── output_19_0.png │ │ └── output_31_0.png │ ├── imnn_vs_regression │ │ ├── imnn_vs_regression.rst │ │ ├── output_21_1.png │ │ ├── output_28_0.png │ │ ├── output_31_0.png │ │ ├── output_34_0.png │ │ ├── output_41_0.png │ │ └── output_7_0.png │ ├── lfi.rst │ ├── lfi │ │ └── mean_and_variance │ │ │ ├── mean_and_variance.rst │ │ │ ├── mean_and_variance.zip │ │ │ ├── output_19_0.png │ │ │ ├── output_25_0.png │ │ │ ├── output_29_0.png │ │ │ ├── output_30_0.png │ │ │ ├── output_34_0.png │ │ │ ├── output_35_0.png │ │ │ └── output_9_0.png │ ├── subclasses.rst │ └── subclasses │ │ ├── AggregatedGradientIMNN │ │ ├── AggregatedGradientIMNN.rst │ │ ├── AggregatedGradientIMNN.zip │ │ └── output_27_0.png │ │ ├── AggregatedNumericalGradientIMNN │ │ ├── AggregatedNumericalGradientIMNN.rst │ │ ├── AggregatedNumericalGradientIMNN.zip │ │ └── output_26_0.png │ │ ├── AggregatedSimulatorIMNN │ │ ├── AggregatedSimulatorIMNN.rst │ │ ├── AggregatedSimulatorIMNN.zip │ │ └── output_23_0.png │ │ ├── DatasetGradientIMNN │ │ ├── DatasetGradientIMNN.rst │ │ ├── DatasetGradientIMNN.zip │ │ └── output_34_0.png │ │ ├── DatasetNumericalGradientIMNN │ │ ├── DatasetNumericalGradientIMNN.rst │ │ ├── DatasetNumericalGradientIMNN.zip │ │ └── output_31_0.png │ │ ├── GradientIMNN │ │ ├── GradientIMNN.rst │ │ ├── GradientIMNN.zip │ │ └── output_26_0.png │ │ ├── NumericalGradientIMNN │ │ ├── NumericalGradientIMNN.rst │ │ ├── NumericalGradientIMNN.zip │ │ └── output_24_0.png │ │ └── SimulatorIMNN │ │ ├── SimulatorIMNN.rst │ │ ├── SimulatorIMNN.zip │ │ └── output_21_0.png │ ├── install.rst │ ├── lfi.rst │ ├── modules.rst │ ├── parents.rst │ └── tf.data.Datasets.rst ├── examples ├── 2d_field_inference.ipynb ├── README.md ├── __init__.py ├── additive_noise.ipynb ├── imnn_vs_regression.ipynb ├── lfi │ └── mean_and_variance.ipynb └── subclasses │ ├── AggregatedGradientIMNN.ipynb │ ├── AggregatedNumericalGradientIMNN.ipynb │ ├── AggregatedSimulatorIMNN.ipynb │ ├── DatasetGradientIMNN.ipynb │ ├── DatasetNumericalGradientIMNN.ipynb │ ├── GradientIMNN.ipynb │ ├── NumericalGradientIMNN.ipynb │ └── SimulatorIMNN.ipynb ├── imnn ├── __init__.py ├── imnn │ ├── __init__.py │ ├── _aggregated_imnn.py │ ├── _imnn.py │ ├── _imnn_test.py │ ├── aggregated_gradient_imnn.py │ ├── aggregated_gradient_imnn_test.py │ ├── aggregated_numerical_gradient_imnn.py │ ├── aggregated_numerical_gradient_imnn_test.py │ ├── aggregated_simulator_imnn.py │ ├── aggregated_simulator_imnn_test.py │ ├── dataset_gradient_imnn.py │ ├── dataset_gradient_imnn_test.py │ ├── dataset_numerical_gradient_imnn.py │ ├── dataset_numerical_gradient_imnn_test.py │ ├── gradient_imnn.py │ ├── gradient_imnn_test.py │ ├── imnn.py │ ├── imnn_test.py │ ├── numerical_gradient_imnn.py │ ├── numerical_gradient_imnn_test.py │ ├── simulator_imnn.py │ └── simulator_imnn_test.py ├── lfi │ ├── __init__.py │ ├── approximate_bayesian_computation.py │ ├── gaussian_approximation.py │ ├── lfi.py │ └── population_monte_carlo.py └── utils │ ├── __init__.py │ ├── container.py │ ├── jac.py │ ├── progress_bar.py │ ├── tfrecords.py │ └── utils.py ├── setup.py └── test ├── README.rst ├── __init__.py ├── aggregated_defaults.py ├── clear_test_files.sh ├── defaults.py ├── figures ├── README.rst ├── _imnn │ └── README.rst ├── aggregated_gradient │ └── README.rst ├── aggregated_numerical_gradient │ └── 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