PyMC Example Gallery ==================== .. toctree:: :hidden: object_index/index Core notebooks -------------- .. grid:: 1 2 3 3 :gutter: 4 .. grid-item-card:: Introductory Overview of PyMC :img-top: https://raw.githubusercontent.com/pymc-devs/brand/main/pymc/pymc_logos/PyMC_square.svg :link: pymc:pymc_overview :link-type: ref :shadow: none .. grid-item-card:: GLM: Linear regression :img-top: https://raw.githubusercontent.com/pymc-devs/brand/main/pymc/pymc_logos/PyMC_square.svg :link: pymc:GLM_linear :link-type: ref :shadow: none .. grid-item-card:: Model Comparison :img-top: https://raw.githubusercontent.com/pymc-devs/brand/main/pymc/pymc_logos/PyMC_square.svg :link: pymc:model_comparison :link-type: ref :shadow: none .. grid-item-card:: Prior and Posterior Predictive Checks :img-top: https://raw.githubusercontent.com/pymc-devs/brand/main/pymc/pymc_logos/PyMC_square.svg :link: pymc:posterior_predictive :link-type: ref :shadow: none .. grid-item-card:: Distribution Dimensionality :img-top: https://raw.githubusercontent.com/pymc-devs/brand/main/pymc/pymc_logos/PyMC_square.svg :link: pymc:dimensionality :link-type: ref :shadow: none .. grid-item-card:: PyMC and Aesara :img-top: https://raw.githubusercontent.com/pymc-devs/brand/main/pymc/pymc_logos/PyMC_square.svg :link: pymc:pymc_aesara :link-type: ref :shadow: none (Generalized) Linear and Hierarchical Linear Models --------------------------------------------------- .. nbgallery:: :name: generalized_linear_models :glob: :reversed: generalized_linear_models/* Case Studies ------------ .. nbgallery:: :name: case_studies :glob: :reversed: case_studies/* Causal Inference ---------------- .. nbgallery:: :name: causal_inference :glob: :reversed: causal_inference/* Diagnostics and Model Criticism ------------------------------- .. nbgallery:: :name: diagnostics_and_criticism :glob: :reversed: diagnostics_and_criticism/* Gaussian Processes ------------------ .. nbgallery:: :name: gaussian_processes :glob: :reversed: gaussian_processes/* Inference in ODE models ----------------------- .. nbgallery:: :name: ode_models :glob: :reversed: ode_models/* MCMC ---- .. nbgallery:: :name: samplers :glob: :reversed: samplers/* Mixture Models -------------- .. nbgallery:: :name: mixture_models :glob: :reversed: mixture_models/* Survival Analysis ----------------- .. nbgallery:: :name: survival_analysis :glob: :reversed: survival_analysis/* Time Series ----------- .. nbgallery:: :name: time_series :glob: :reversed: time_series/* Variational Inference --------------------- .. nbgallery:: :name: variational_inference :glob: :reversed: variational_inference/* How to ------ .. nbgallery:: :name: howto :glob: :reversed: howto/*