├── .gitignore ├── .travis.yml ├── LICENSE.txt ├── README.md ├── delfi ├── __init__.py ├── distribution │ ├── BaseDistribution.py │ ├── Discrete.py │ ├── Gamma.py │ ├── Gaussian.py │ ├── IndependentJoint.py │ ├── Logistic.py │ ├── PointMass.py │ ├── Poisson.py │ ├── StudentsT.py │ ├── TransformedDistribution.py │ ├── TransformedNormal.py │ ├── Uniform.py │ ├── __init__.py │ └── mixture │ │ ├── BaseMixture.py │ │ ├── EllipsoidalMixture.py │ │ ├── GaussianMixture.py │ │ ├── StudentsTMixture.py │ │ ├── TransformedGaussianMixture.py │ │ └── __init__.py ├── generator │ ├── BaseGenerator.py │ ├── Default.py │ ├── MPGenerator.py │ ├── RejKernel.py │ ├── RemoteGenerator.py │ └── __init__.py ├── inference │ ├── APT.py │ ├── BaseInference.py │ ├── Basic.py │ ├── SNPEA.py │ ├── SNPEB.py │ └── __init__.py ├── neuralnet │ ├── NeuralNet.py │ ├── Trainer.py │ ├── __init__.py │ ├── layers │ │ ├── FullyConnected.py │ │ ├── MissingValues.py │ │ ├── MixtureMeans.py │ │ ├── MixturePrecisions.py │ │ ├── MixtureWeights.py │ │ └── __init__.py │ └── loss │ │ ├── __init__.py │ │ ├── lossfunc.py │ │ └── regularizer.py ├── simulator │ ├── BaseSimulator.py │ ├── Blob.py │ ├── Gauss.py │ ├── GaussMixture.py │ ├── MaskedSimulator.py │ ├── MoGDistractors.py │ ├── NoiseDataDimensions.py │ ├── TransformedSimulator.py │ ├── TwoMoons.py │ └── __init__.py ├── summarystats │ ├── BaseSummaryStats.py │ ├── Identity.py │ ├── MaskedSummaryStats.py │ ├── Mean.py │ └── __init__.py ├── utils │ ├── BoxConstraintConditionalAutoregressiveFlow.py │ ├── __init__.py │ ├── automacdoc.py │ ├── bijection.py │ ├── colormaps.py │ ├── data.py │ ├── delfi2snl.py │ ├── flow.py │ ├── io.py │ ├── math.py │ ├── matplotlibrc │ ├── meta.py │ ├── odict.py │ ├── progress.py │ ├── sbc.py │ ├── symbolic.py │ └── viz.py └── version.py ├── docs ├── README.md ├── autodoc │ ├── copy.deepcopy.md │ ├── delfi.distribution.Discrete.md │ ├── delfi.distribution.Gamma.md │ ├── delfi.distribution.Gaussian.md │ ├── delfi.distribution.IndependentJoint.md │ ├── delfi.distribution.Logistic.md │ ├── delfi.distribution.Poisson.md │ ├── delfi.distribution.StudentsT.md │ ├── delfi.distribution.TransformedDistribution.md │ ├── delfi.distribution.TransformedNormal.md │ ├── delfi.distribution.Uniform.md │ ├── delfi.distribution.mixture.EllipsoidalMixture.md │ ├── delfi.distribution.mixture.GaussianMixture.md │ ├── delfi.distribution.mixture.StudentsTMixture.md │ ├── delfi.generator.Default.md │ ├── delfi.generator.MPGenerator.md │ ├── delfi.generator.RejKernel.md │ ├── delfi.generator.RemoteGenerator.md │ ├── delfi.inference.APT.md │ ├── delfi.inference.Basic.md │ ├── delfi.inference.SNPEA.md │ ├── delfi.inference.SNPEB.md │ ├── delfi.neuralnet.NeuralNet.md │ ├── delfi.simulator.BaseSimulator.md │ ├── delfi.simulator.Blob.md │ ├── delfi.simulator.Gauss.md │ ├── delfi.simulator.GaussMixture.md │ ├── delfi.simulator.MaskedSimulator.md │ ├── delfi.simulator.MoGDistractors.md │ ├── delfi.simulator.NoiseDataDimensions.md │ ├── delfi.simulator.TransformedSimulator.md │ ├── delfi.simulator.TwoMoons.md │ ├── delfi.summarystats.Identity.md │ ├── delfi.summarystats.Mean.md │ ├── delfi.utils.data.isint.md │ ├── delfi.utils.odict.first.md │ ├── delfi.utils.odict.last.md │ ├── delfi.utils.odict.nth.md │ ├── delfi.utils.symbolic.MyLogSumExp.md │ ├── delfi.utils.symbolic.tensorN.md │ ├── delfi.utils.viz._format_axis.md │ ├── delfi.utils.viz._update.md │ ├── delfi.utils.viz.despine.md │ ├── delfi.utils.viz.dist.md │ ├── delfi.utils.viz.info.md │ ├── delfi.utils.viz.loss.md │ ├── delfi.utils.viz.plot_hist_marginals.md │ ├── delfi.utils.viz.plot_pdf.md │ ├── delfi.utils.viz.probs2contours.md │ ├── delfi.utils.viz.samples_nd.md │ ├── scipy.stats.kde.md │ └── snl.ml.models.mafs.md ├── docs │ ├── algorithms │ │ ├── basic.pdf │ │ ├── basic.svg │ │ ├── basic.tex │ │ ├── preamble │ │ │ └── preamble_math.tex │ │ ├── snpeB.pdf │ │ ├── snpeB.svg │ │ └── snpeB.tex │ ├── credits.md │ ├── 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