├── .coverage ├── .gitignore ├── Makefile ├── bayes_gmm ├── __init__.py ├── fbgmm.py ├── finite_gmm.py ├── gaussian_components.py ├── gaussian_components_diag.py ├── gaussian_components_fixedvar.py ├── igmm.py ├── niw.py ├── tests │ ├── test_fbgmm.py │ ├── test_gaussian_components.py │ ├── test_gaussian_components_diag.py │ ├── test_gaussian_components_fixedvar.py │ └── test_igmm.py ├── utils.py └── wishart.py ├── doc └── igmm.dia ├── examples ├── fbgmm_2d_demo.py ├── fbgmm_diag_2d_demo.py ├── fbgmm_fixedvar_2d_demo.py ├── fbgmm_test_data.py ├── igmm_2d_demo.py ├── igmm_diag_2d_demo.py ├── igmm_fixedvar_2d_demo.py ├── igmm_test_data.py ├── plot_utils.py └── test_data_2013-10-09.mat ├── misc ├── generate_test_data.py └── plot_test_data.py └── readme.rst /.coverage: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/.coverage -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/.gitignore -------------------------------------------------------------------------------- /Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/Makefile -------------------------------------------------------------------------------- /bayes_gmm/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /bayes_gmm/fbgmm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/bayes_gmm/fbgmm.py -------------------------------------------------------------------------------- /bayes_gmm/finite_gmm.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /bayes_gmm/gaussian_components.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/bayes_gmm/gaussian_components.py -------------------------------------------------------------------------------- /bayes_gmm/gaussian_components_diag.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/bayes_gmm/gaussian_components_diag.py -------------------------------------------------------------------------------- /bayes_gmm/gaussian_components_fixedvar.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/bayes_gmm/gaussian_components_fixedvar.py -------------------------------------------------------------------------------- /bayes_gmm/igmm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/bayes_gmm/igmm.py -------------------------------------------------------------------------------- /bayes_gmm/niw.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/bayes_gmm/niw.py -------------------------------------------------------------------------------- /bayes_gmm/tests/test_fbgmm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/bayes_gmm/tests/test_fbgmm.py -------------------------------------------------------------------------------- /bayes_gmm/tests/test_gaussian_components.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/bayes_gmm/tests/test_gaussian_components.py -------------------------------------------------------------------------------- /bayes_gmm/tests/test_gaussian_components_diag.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/bayes_gmm/tests/test_gaussian_components_diag.py -------------------------------------------------------------------------------- /bayes_gmm/tests/test_gaussian_components_fixedvar.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/bayes_gmm/tests/test_gaussian_components_fixedvar.py -------------------------------------------------------------------------------- /bayes_gmm/tests/test_igmm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/bayes_gmm/tests/test_igmm.py -------------------------------------------------------------------------------- /bayes_gmm/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/bayes_gmm/utils.py -------------------------------------------------------------------------------- /bayes_gmm/wishart.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/bayes_gmm/wishart.py -------------------------------------------------------------------------------- /doc/igmm.dia: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/doc/igmm.dia -------------------------------------------------------------------------------- /examples/fbgmm_2d_demo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/examples/fbgmm_2d_demo.py -------------------------------------------------------------------------------- /examples/fbgmm_diag_2d_demo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/examples/fbgmm_diag_2d_demo.py -------------------------------------------------------------------------------- /examples/fbgmm_fixedvar_2d_demo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/examples/fbgmm_fixedvar_2d_demo.py -------------------------------------------------------------------------------- /examples/fbgmm_test_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/examples/fbgmm_test_data.py -------------------------------------------------------------------------------- /examples/igmm_2d_demo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/examples/igmm_2d_demo.py -------------------------------------------------------------------------------- /examples/igmm_diag_2d_demo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/examples/igmm_diag_2d_demo.py -------------------------------------------------------------------------------- /examples/igmm_fixedvar_2d_demo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/examples/igmm_fixedvar_2d_demo.py -------------------------------------------------------------------------------- /examples/igmm_test_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/examples/igmm_test_data.py -------------------------------------------------------------------------------- /examples/plot_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/examples/plot_utils.py -------------------------------------------------------------------------------- /examples/test_data_2013-10-09.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/examples/test_data_2013-10-09.mat -------------------------------------------------------------------------------- /misc/generate_test_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/misc/generate_test_data.py -------------------------------------------------------------------------------- /misc/plot_test_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/misc/plot_test_data.py -------------------------------------------------------------------------------- /readme.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamperh/bayes_gmm/HEAD/readme.rst --------------------------------------------------------------------------------