├── Artificial_Life_example.py ├── Calcium_Imaging_example.py ├── DeepDMBD ├── DynamicMarkovBlanketDiscovery.py ├── Flame_example.py ├── Flocking_example.py ├── LICENSE.md ├── Life_as_we_know_it_test.py ├── Lorenz_example.py ├── NewtonsCradle_example.py ├── Presentations ├── Dynamic Markov Blanket Discovery.pptx └── temp.txt ├── README.md ├── __init__.py ├── cradle.mp4 ├── cradle2.mp4 ├── data ├── flame_even_smaller.pt ├── lorenz_data.pt └── rotor.pt ├── dmbd_demo.ipynb ├── flame_pc_scores.png ├── models ├── ARHMM.py ├── BayesNet.py ├── BayesianFactorAnalysis.py ├── BayesianTransformer.py ├── BlockFactorAnalysis.py ├── DynamicMarkovBlanketDiscovery.py ├── GaussianMixtureModel.py ├── HMM.py ├── IsotropicGaussianMixtureModel.py ├── LDS.py ├── LDS_px.py ├── MVN_ard.py ├── MixLDS.py ├── MixtureofLinearTransforms.py ├── MixtureofMatrixNormalGammas.py ├── MultiNomialLogisticRegression.py ├── NLRegression.py ├── NLRegression_Multinomial.py ├── NormalSparse.py ├── PoissonMixtureModel.py ├── ReducedRankRegression.py ├── __init__.py ├── dHMM.py ├── dMixture.py ├── dMixtureofLinearTransforms.py ├── dists │ ├── ConjugatePrior.py │ ├── Delta.py │ ├── DiagonalWishart.py │ ├── Dirichlet.py │ ├── Gamma.py │ ├── LDS_unused.py │ ├── MVN_ard.py │ ├── MatrixNormalGamma.py │ ├── MatrixNormalWishart.py │ ├── Mixture.py │ ├── MultivariateNormal.py │ ├── MultivariateNormal_vector_format.py │ ├── NormalGamma.py │ ├── NormalInverseWishart.py │ ├── TensorNormalWishart.py │ ├── Wishart.py │ ├── __init__.py │ └── utils │ │ ├── __init__.py │ │ └── matrix_utils.py ├── rHMM.py └── vbem_test.py ├── simulations ├── Forager.py ├── Lorenz.py ├── NewtonsCradle.py ├── __init__ .py ├── cartthingy.py ├── flame.py └── forager_temp.py ├── test_bayes_net.py ├── test_dmbd.py └── vbem_test.py /Artificial_Life_example.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bayesianempirimancer/pyDMBD/HEAD/Artificial_Life_example.py 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