rstan-to-pystan
OfficialMigrate RStan code to PyStan 3.x APIs smoothly.
Authorletta-ai
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides guidance for translating RStan (R interface to Stan) code to PyStan (Python interface), focusing on API differences, hyperparameter mapping, and output handling between the two ecosystems.
Core Features & Use Cases
- Identify Stan model code compatibility across R and Python wrappers
- Map hyperparameters (iter, warmup, chains, seed) to PyStan 3.x equivalents
- Convert data preparation and sampling calls to PyStan patterns
- Validate produced samples and output formats
Quick Start
Convert a simple RStan model call to PyStan 3.x code, ensuring the Stan model block remains unchanged.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: rstan-to-pystan Download link: https://github.com/letta-ai/skills/archive/main.zip#rstan-to-pystan Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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