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diff --git a/docs/examples.md/Dirichlet.ipynb b/docs/examples.md/Dirichlet.ipynb
diff --git a/docs/examples.md/How To Choose A Distribution.ipynb b/docs/examples.md/How To Choose A Distribution.ipynb
diff --git a/docs/examples.md/How To Choose A Multivariate Distribution.ipynb b/docs/examples.md/How To Choose A Multivariate Distribution.ipynb
diff --git a/docs/examples.md/MVN (Cholesky).ipynb b/docs/examples.md/MVN (Cholesky).ipynb
diff --git a/docs/examples.md/MVN (Low-Rank).ipynb b/docs/examples.md/MVN (Low-Rank).ipynb
diff --git a/docs/examples.md/MVT (Cholesky).ipynb b/docs/examples.md/MVT (Cholesky).ipynb
diff --git a/docs/examples.md/ZAGamma_simulation_example.ipynb b/docs/examples.md/ZAGamma_simulation_example.ipynb
diff --git a/docs/examples.md/ZINB_example.ipynb b/docs/examples.md/ZINB_example.ipynb
diff --git a/docs/examples.md/ZIPoisson_example.ipynb b/docs/examples.md/ZIPoisson_example.ipynb
diff --git a/docs/examples.md/boston_housing_example_Gamma.ipynb b/docs/examples.md/boston_housing_example_Gamma.ipynb
diff --git a/docs/examples.md/simulation_example_Expectile.ipynb b/docs/examples.md/simulation_example_Expectile.ipynb
diff --git a/docs/examples.md/simulation_example_Gaussian.ipynb b/docs/examples.md/simulation_example_Gaussian.ipynb
diff --git a/docs/examples.md/simulation_example_NegativeBinomial.ipynb b/docs/examples.md/simulation_example_NegativeBinomial.ipynb
diff --git a/docs/examples.md/simulation_example_Poisson.ipynb b/docs/examples.md/simulation_example_Poisson.ipynb
diff --git a/docs/examples.md/simulation_example_SplineFlow.ipynb b/docs/examples.md/simulation_example_SplineFlow.ipynb
diff --git a/docs/examples.md/simulation_example_StudentT.ipynb b/docs/examples.md/simulation_example_StudentT.ipynb