├── .coveragerc ├── .gitignore ├── .travis.yml ├── AUTHORS.txt ├── LICENSE.txt ├── README.md ├── pygp ├── __init__.py ├── demos │ ├── __init__.py │ ├── basic.py │ ├── maunaloa.py │ ├── maunaloa.txt │ ├── sampling.py │ ├── sparse.py │ └── xy.npz ├── inference │ ├── __init__.py │ ├── _base.py │ ├── _fourier.py │ ├── basic.py │ ├── dtc.py │ ├── exact.py │ └── fitc.py ├── kernels │ ├── __init__.py │ ├── _base.py │ ├── _combo.py │ ├── _distances.py │ ├── _real.py │ ├── matern.py │ ├── periodic.py │ ├── rq.py │ └── se.py ├── learning │ ├── __init__.py │ ├── optimization.py │ └── sampling.py ├── likelihoods │ ├── __init__.py │ ├── _base.py │ └── gaussian.py ├── meta │ ├── __init__.py │ ├── mcmc.py │ └── smc.py ├── plotting.py ├── priors │ ├── __init__.py │ └── priors.py └── utils │ ├── __init__.py │ └── models.py ├── requirements.txt ├── setup.cfg ├── setup.py └── tests ├── test_inference.py ├── test_kernels.py ├── test_learning.py ├── test_meta.py └── test_plotting.py /.coveragerc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mwhoffman/pygp/HEAD/.coveragerc -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mwhoffman/pygp/HEAD/.gitignore -------------------------------------------------------------------------------- /.travis.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mwhoffman/pygp/HEAD/.travis.yml -------------------------------------------------------------------------------- /AUTHORS.txt: -------------------------------------------------------------------------------- 1 | Matthew W. 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