diff --git a/_toc.yml b/_toc.yml
index 86ced0f..2205bf0 100644
--- a/_toc.yml
+++ b/_toc.yml
@@ -7,22 +7,4 @@ chapters:
 - file: 02_about.md
 - file: 03_intro_epi.md
 - file: 04_probability_distributions.ipynb
-- file: 05_Bayesian_inference.ipynb
-- file: 05_focus_on_priors.ipynb
-- file: 06a_Monte_Carlo.ipynb
-- file: 06b_MCMC.ipynb
-- file: 07_PPLs.md
-- file: 08_intro_to_Numpyro.ipynb
-- file: 09_Bayesian_workflow.ipynb
-- file: 10a_glms.ipynb
-- file: 10b_logistic_regression.ipynb
-- file: 11_hierarchical_modelling.ipynb
-- file: 12_BNN.ipynb
-- file: 13a_AR.ipynb
-- file: 13b_GP_priors.ipynb
-- file: 14_GP_inference.ipynb
-- file: 15_geostatistics.ipynb
-- file: 16_areal_data.ipynb
-- file: 20a_ODEs.ipynb
-- file: 20b_ID_modelling.ipynb
 - file: 999_acknowledgements.md
\ No newline at end of file