Our advanced tutorials provide a detailed explanation of different methods. These
tutorials are meant as further reading for power-users (or users who are particularly
interested in a particular feature of sbi), but they should not be required to
successfully run sbi. If you are looking for brief answers to specific questions,
check our how-to guide.
.. toctree:: :maxdepth: 1
.. toctree:: :maxdepth: 1 advanced_tutorials/06_restriction_estimator.ipynb
.. toctree:: :maxdepth: 1 advanced_tutorials/04_embedding_networks.ipynb advanced_tutorials/03_density_estimators.ipynb advanced_tutorials/12_iid_data_and_permutation_invariant_embeddings.ipynb advanced_tutorials/19_flowmatching_and_scorematching.ipynb advanced_tutorials/20_score_based_methods_new_features.ipynb advanced_tutorials/22_simformer.ipynb
.. toctree:: :maxdepth: 1 advanced_tutorials/18_training_interface.ipynb advanced_tutorials/02_multiround_inference.ipynb
.. toctree:: :maxdepth: 1 advanced_tutorials/15_importance_sampled_posteriors.ipynb
.. toctree:: :maxdepth: 1 advanced_tutorials/10_diagnostics_posterior_predictive_checks.ipynb advanced_tutorials/11_diagnostics_simulation_based_calibration.ipynb advanced_tutorials/13_diagnostics_lc2st.ipynb advanced_tutorials/21_diagnostics_misspecification_checks.ipynb
.. toctree:: :maxdepth: 1 advanced_tutorials/05_conditional_distributions.ipynb advanced_tutorials/17_plotting_functionality.ipynb advanced_tutorials/07_sensitivity_analysis.ipynb