Skip to content
Navigation Menu
Sign in
Products
Platform
GitHub
Repository hosting, code review, and collaboration
Copilot
AI coding agent for tasks, projects, and automated work
Build & Ship
Actions
CI/CD and automation
Code Quality
Quality analysis, fixes, and enforcement
Codespaces
Cloud development environments
Secure
Code Security
Vulnerability detection and remediation
Secret Protection
Secret scanning and leak prevention
All Features
Developers
Learn
Documentation
Training
Certifications
Build
Build with Copilot
Customize Copilot
Integrations
Explore
Trending repos
GitHub Sponsors
Developer articles
Changelog
Changelog
Your source for the latest features, improvements, and fixes across GitHub products, all in one place.
Businesses
By Stage
Enterprises
Team
Startups
Nonprofits
By Industry
Healthcare
Financial services
Manufacturing
Government
See all industries
Evaluate GitHub
Why GitHub
Customer Stories
Business insights
Trust Center
Add-ons
GitHub Advanced Security
Enterprise-grade code security
Copilot for business
Enterprise-grade AI features
Premium Support
Enterprise-grade 24/7 support
Resources
Learn & Connect
Documentation
Resource center
Blog
Events & webinars
Community Forum
Customer Stories
Integrations
Support
Customer support
Training
GitHub Status
Company
About
Partners
Changelog
GitHub Universe
GitHub Universe
The event for developers, by developers — talks, workshops, and what’s next for GitHub.
Pricing
Search
/
Sign in
Sign up
Appearance settings
You signed in with another tab or window.
Reload
to refresh your session.
You signed out in another tab or window.
Reload
to refresh your session.
You switched accounts on another tab or window.
Reload
to refresh your session.
Dismiss alert
{{ message }}
bkpcoding
pymc3
Repository navigation
Code
Pull requests
Actions
Projects
Security and quality
Insights
More
items
Files
Expand file tree
master
Breadcrumbs
pymc3
/
docs
/
source
/
notebooks
/
Copy path
Directory actions
More options
More options
Directory actions
More options
More options
Latest commit
History
History
History
master
Breadcrumbs
pymc3
/
docs
/
source
/
notebooks
/
Copy path
Top
Folders and files
Name
Name
Last commit message
Last commit date
parent directory
..
AR.ipynb
AR.ipynb
BEST.ipynb
BEST.ipynb
Bayes_factor.ipynb
Bayes_factor.ipynb
DEMetropolisZ_EfficiencyComparison.ipynb
DEMetropolisZ_EfficiencyComparison.ipynb
DEMetropolisZ_tune_drop_fraction.ipynb
DEMetropolisZ_tune_drop_fraction.ipynb
Diagnosing_biased_Inference_with_Divergences.ipynb
Diagnosing_biased_Inference_with_Divergences.ipynb
Euler-Maruyama_and_SDEs.ipynb
Euler-Maruyama_and_SDEs.ipynb
GLM-hierarchical-advi-minibatch.ipynb
GLM-hierarchical-advi-minibatch.ipynb
GLM-hierarchical-binominal-model.ipynb
GLM-hierarchical-binominal-model.ipynb
GLM-hierarchical-jax.ipynb
GLM-hierarchical-jax.ipynb
GLM-hierarchical.ipynb
GLM-hierarchical.ipynb
GLM-linear.ipynb
GLM-linear.ipynb
GLM-logistic.ipynb
GLM-logistic.ipynb
GLM-model-selection.ipynb
GLM-model-selection.ipynb
GLM-negative-binomial-regression.ipynb
GLM-negative-binomial-regression.ipynb
GLM-poisson-regression.ipynb
GLM-poisson-regression.ipynb
GLM-robust-with-outlier-detection.ipynb
GLM-robust-with-outlier-detection.ipynb
GLM-robust.ipynb
GLM-robust.ipynb
GLM-rolling-regression.ipynb
GLM-rolling-regression.ipynb
GLM.ipynb
GLM.ipynb
GP-Circular.ipynb
GP-Circular.ipynb
GP-Kron.ipynb
GP-Kron.ipynb
GP-Latent.ipynb
GP-Latent.ipynb
GP-Marginal.ipynb
GP-Marginal.ipynb
GP-MaunaLoa.ipynb
GP-MaunaLoa.ipynb
GP-MaunaLoa2.ipynb
GP-MaunaLoa2.ipynb
GP-MeansAndCovs.ipynb
GP-MeansAndCovs.ipynb
GP-SparseApprox.ipynb
GP-SparseApprox.ipynb
GP-TProcess.ipynb
GP-TProcess.ipynb
GP-smoothing.ipynb
GP-smoothing.ipynb
LKJ.ipynb
LKJ.ipynb
MLDA_gravity_surveying.ipynb
MLDA_gravity_surveying.ipynb
MLDA_introduction.ipynb
MLDA_introduction.ipynb
MLDA_simple_linear_regression.ipynb
MLDA_simple_linear_regression.ipynb
MLDA_variance_reduction_linear_regression.ipynb
MLDA_variance_reduction_linear_regression.ipynb
MvGaussianRandomWalk_demo.ipynb
MvGaussianRandomWalk_demo.ipynb
ODE_API_introduction.ipynb
ODE_API_introduction.ipynb
ODE_API_shapes_and_benchmarking.ipynb
ODE_API_shapes_and_benchmarking.ipynb
ODE_with_manual_gradients.ipynb
ODE_with_manual_gradients.ipynb
SMC-ABC_Lotka-Volterra_example.ipynb
SMC-ABC_Lotka-Volterra_example.ipynb
SMC2_gaussians.ipynb
SMC2_gaussians.ipynb
api_quickstart.ipynb
api_quickstart.ipynb
bayes_param_survival_pymc3.ipynb
bayes_param_survival_pymc3.ipynb
bayesian_neural_network_advi.ipynb
bayesian_neural_network_advi.ipynb
blackbox_external_likelihood.ipynb
blackbox_external_likelihood.ipynb
censored_data.ipynb
censored_data.ipynb
conditional-autoregressive-model.ipynb
conditional-autoregressive-model.ipynb
convolutional_vae_keras_advi.ipynb
convolutional_vae_keras_advi.ipynb
cox_model.ipynb
cox_model.ipynb
data_container.ipynb
data_container.ipynb
dependent_density_regression.ipynb
dependent_density_regression.ipynb
dp_mix.ipynb
dp_mix.ipynb
empirical-approx-overview.ipynb
empirical-approx-overview.ipynb
factor_analysis.ipynb
factor_analysis.ipynb
gaussian-mixture-model-advi.ipynb
gaussian-mixture-model-advi.ipynb
gaussian_mixture_model.ipynb
gaussian_mixture_model.ipynb
gaussian_process.ipynb
gaussian_process.ipynb
getting_started.ipynb
getting_started.ipynb
hierarchical_partial_pooling.ipynb
hierarchical_partial_pooling.ipynb
howto_debugging.ipynb
howto_debugging.ipynb
lasso_block_update.ipynb
lasso_block_update.ipynb
lda-advi-aevb.ipynb
lda-advi-aevb.ipynb
log-gaussian-cox-process.ipynb
log-gaussian-cox-process.ipynb
marginalized_gaussian_mixture_model.ipynb
marginalized_gaussian_mixture_model.ipynb
model_averaging.ipynb
model_averaging.ipynb
model_comparison.ipynb
model_comparison.ipynb
multilevel_modeling.ipynb
multilevel_modeling.ipynb
normalizing_flows_overview.ipynb
normalizing_flows_overview.ipynb
posterior_predictive.ipynb
posterior_predictive.ipynb
probabilistic_matrix_factorization.ipynb
probabilistic_matrix_factorization.ipynb
profiling.ipynb
profiling.ipynb
putting_workflow.ipynb
putting_workflow.ipynb
rugby_analytics.ipynb
rugby_analytics.ipynb
sampler-stats.ipynb
sampler-stats.ipynb
sampling_callback.ipynb
sampling_callback.ipynb
sampling_compound_step.ipynb
sampling_compound_step.ipynb
sampling_conjugate_step.ipynb
sampling_conjugate_step.ipynb
smc.png
smc.png
stochastic_volatility.ipynb
stochastic_volatility.ipynb
survival_analysis.ipynb
survival_analysis.ipynb
table_of_contents_examples.js
table_of_contents_examples.js
table_of_contents_tutorials.js
table_of_contents_tutorials.js
updating_priors.ipynb
updating_priors.ipynb
variational_api_quickstart.ipynb
variational_api_quickstart.ipynb
weibull_aft.ipynb
weibull_aft.ipynb
View all files
You can’t perform that action at this time.