├── .coveragerc ├── .gitignore ├── .travis.yml ├── LICENSE ├── MLMCPy ├── __init__.py ├── input │ ├── Input.py │ ├── InputFromData.py │ ├── RandomInput.py │ └── __init__.py ├── mlmc │ ├── MLMCSimulator.py │ └── __init__.py └── model │ ├── CDFWrapperModel.py │ ├── CovarianceWrapperModel.py │ ├── Model.py │ ├── ModelFromData.py │ └── __init__.py ├── README.md ├── docs ├── MLMCPy_documentation.pdf ├── Makefile ├── _build │ └── html │ │ ├── .buildinfo │ │ ├── _images │ │ ├── math │ │ │ ├── 02e99335fa7566885ffc47f9d1d14dd30bff14cb.png │ │ │ ├── 032ffd36302c5d12a2f2e5b029c92c5015455208.png │ │ │ ├── 1d281d91e34a74f064c179fd70612c7bfe765eaa.png │ │ │ ├── 307b3725cbb03398131f9ca542d79aff4933195f.png │ │ │ ├── 3666981dc77862de77b6ecfcb64aad59b425cbaf.png │ │ │ ├── 410a9d0df9c135dd73b269cba7ef04dcfd932b1f.png │ │ │ ├── 5635a7c34414599c2452d72430811e816b460335.png │ │ │ ├── 58feb749986ef5862e812ca6c32b924a2f7aca6c.png │ │ │ ├── 666f10b1d5338fe962e81b37cefb54d6633fd29f.png │ │ │ ├── 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intro.html │ │ ├── objects.inv │ │ ├── py-modindex.html │ │ ├── search.html │ │ ├── searchindex.js │ │ └── source_code.html ├── conf.py ├── example.rst ├── images │ ├── overview_chart.png │ └── spring_mass_diagram.png ├── index.rst ├── intro.rst ├── make.bat └── source_code.rst ├── examples └── spring_mass │ ├── from_data │ ├── data │ │ ├── spring_mass_1D_inputs.txt │ │ ├── spring_mass_1D_outputs_0.01.txt │ │ ├── spring_mass_1D_outputs_0.1.txt │ │ └── spring_mass_1D_outputs_1.0.txt │ ├── run_mlmc.py │ └── run_mlmc_from_data.py │ └── from_model │ ├── run_mlmc_from_model.py │ └── spring_mass_model.py ├── requirements.txt ├── setup.py └── tests ├── __init__.py ├── input ├── __init__.py ├── test_InputFromData.py └── test_RandomInput.py ├── mlmc └── test_MLMCSimulator.py ├── model ├── __init__.py ├── test_CDFWrapperModel.py ├── test_CovarianceWrapperModel.py └── test_ModelFromData.py ├── testing_data ├── 2D_test_data.csv ├── 2D_test_data_comma_delimited.csv ├── 2D_test_data_duplication.csv ├── 2D_test_data_length_delimited.csv ├── 2D_test_data_long.csv ├── 2D_test_data_output.csv ├── 2D_test_data_output_3_col.csv ├── 2D_test_data_semicolon_delimited.csv ├── bad_data.txt ├── spring_mass_1D_inputs.txt ├── spring_mass_1D_outputs_0.01.txt ├── spring_mass_1D_outputs_0.1.txt └── spring_mass_1D_outputs_1.0.txt └── testing_scripts ├── InputForTesting.py ├── ModelForTesting.py ├── __init__.py ├── hard_coded_test_2_level.py ├── hard_coded_test_3_level.py ├── run_brute_force_mlmc.py └── spring_mass.py /.coveragerc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nasa/MLMCPy/HEAD/.coveragerc -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nasa/MLMCPy/HEAD/.gitignore -------------------------------------------------------------------------------- /.travis.yml: 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