├── .gitignore ├── CANGELOG.md ├── CITATION.cff ├── LICENSE ├── README.md ├── pyproject.toml ├── source ├── evaluate │ ├── Inspect.ipynb │ ├── config.d │ │ ├── debug.yaml │ │ ├── distribution │ │ │ ├── CorrelatedNormal.yaml │ │ │ ├── CorrelatedStudent.yaml │ │ │ ├── CorrelatedUniform.yaml │ │ │ ├── ExponentiatedCorrelatedNormal.yaml │ │ │ ├── LogGammaExponential.yaml │ │ │ ├── MixedUniform.yaml │ │ │ ├── SmoothedUniform.yaml │ │ │ ├── UniformlyQuantized.yaml │ │ │ ├── images │ │ │ │ ├── Gaussians2D.yaml │ │ │ │ ├── GaussiansQuantized2D.yaml │ │ │ │ ├── Rectangles2D.yaml │ │ │ │ └── RectanglesQuantized2D.yaml │ │ │ └── mixing │ │ │ │ ├── label │ │ │ │ ├── CIFAR10.yaml │ │ │ │ └── MNIST.yaml │ │ │ │ └── modulation │ │ │ │ └── multiplication │ │ │ │ └── MNIST.yaml │ │ ├── estimator │ │ │ ├── AE-KSG-1NN.yaml │ │ │ ├── AE-WKL-5NN.yaml │ │ │ ├── Conv2d │ │ │ │ ├── InfoNCE.yaml │ │ │ │ ├── MINE.yaml │ │ │ │ └── NWJ.yaml │ │ │ ├── InfoNCE.yaml │ │ │ ├── KSG.yaml │ │ │ ├── MINE.yaml │ │ │ ├── NWJ.yaml │ │ │ ├── Nishiyama.yaml │ │ │ ├── WKL.yaml │ │ │ └── cFMMI.yaml │ │ ├── highdim-TRE.yaml │ │ ├── highdim.yaml │ │ ├── images.yaml │ │ ├── light.yaml │ │ ├── lowdim.yaml │ │ ├── mixing.yaml │ │ └── mixing │ │ │ ├── label │ │ │ ├── NoiselessChannel.yaml │ │ │ └── SymmetricNoisyChannel.yaml │ │ │ └── modulation │ │ │ └── CorrelatedUniform.yaml │ ├── process.py │ ├── run.py │ └── tables │ │ ├── lowdim_DD_MINDE-DV │ │ ├── lowdim_kNN_KSG_10000 │ │ ├── lowdim_kNN_WKL_10000 │ │ ├── mi_estimate:base:distribution_method:GT:10k │ │ ├── mi_estimate:base:distribution_method:GT:1k │ │ ├── mixing_labels │ │ └── mixing_multiplication ├── examples │ ├── Gaussian.ipynb │ ├── KSG (Images).ipynb │ ├── KSG (discrete-based).ipynb │ ├── KSG.ipynb │ ├── MINE.ipynb │ ├── Mixing.ipynb │ ├── SMI.ipynb │ ├── WKL.ipynb │ └── utils │ │ ├── plots.py │ │ └── tests.py └── python │ └── mutinfo │ ├── __init__.py │ ├── distributions │ ├── base │ │ ├── __init__.py │ │ ├── discrete.py │ │ ├── gamma_exponential.py │ │ ├── mixture.py │ │ ├── normal.py │ │ ├── smoothed_uniform.py │ │ └── student.py │ ├── channels │ │ └── awgn.py │ ├── images │ │ ├── __init__.py │ │ ├── field.py │ │ └── geometric.py │ ├── mixing │ │ ├── label.py │ │ └── modulation.py │ └── tools.py │ ├── estimators │ ├── base.py │ ├── knn.py │ ├── parametric │ │ ├── compression.py │ │ ├── fmmi.py │ │ └── mine.py │ └── smi.py │ ├── transforms │ └── mixing.py │ └── utils │ └── checks.py └── tests ├── __init__.py ├── estimator_tester.py ├── test_channels.py ├── test_correlated_uniform.py ├── test_gamma_exponential.py ├── test_ksg.py ├── test_normal.py ├── test_quantized.py ├── test_smoothed_uniform.py └── test_wkl.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/VanessB/mutinfo/HEAD/.gitignore -------------------------------------------------------------------------------- /CANGELOG.md: 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