HMCOptimizer
Utilities
Only for iPhone
Free · Designed for iPhone
iPhone
This is a convenient Hamiltonian Monte Carlo (HMC) and No-U-Turn Sampler (NUTS) sampling/optimization tool with simple features. The application splits the core capabilities into multiple functional pages: interactive definition of target distribution (Gaussian/uniform/exponential), selection and tuning of parameter symplectic integrators, and quality matrix adaptation and optimization; Support HMC and NUTS sampling operation, progress display and result summary, and provide sampling efficiency and convergence diagnostic analysis (ESS, R-hat, Geweke, autocorrelation, distribution histogram and trajectory chart). The built-in Bayesian calculator can calculate posterior probabilities, Bayesian factors, and AIC/BIC/AICc information criteria, helping to quantitatively compare models.
Ratings & Reviews
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- some bugs and details fixed
The developer, Sheila Elam, indicated that the app’s privacy practices may include handling of data as described below. For more information, see the developer’s privacy policy .
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- Identifiers
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- Identifiers
Accessibility
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Information
- Provider
- Sheila Elam
- Size
- 5.2 MB
- Category
- Utilities
- Compatibility
Requires iOS 14.0 or later.
- iPhone
Requires iOS 14.0 or later. - iPod touch
Requires iOS 14.0 or later. - Mac
Requires macOS 11.0 or later and a Mac with Apple M1 chip or later.
- Languages
- English
- Age Rating
4+
- 4+
- Copyright
- ©️HMCOptimizer