rstan-to-pystan
CommunityTranslate RStan to PyStan code
AuthorZurybr
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill helps users convert statistical models and data preparation code from R's RStan package to Python's PyStan package, facilitating migration between statistical computing environments.
Core Features & Use Cases
- Code Translation: Converts RStan syntax and data structures to PyStan 3 equivalents.
- Workflow Migration: Assists in moving Bayesian inference workflows from R to Python.
- Data Mapping: Provides guidance on translating R data preparation functions to Python (e.g., using pandas and numpy).
- Use Case: A researcher has a complex Bayesian model implemented in RStan and needs to integrate it into a Python-based data analysis pipeline. This skill guides them through the translation process.
Quick Start
Use the rstan-to-pystan skill to translate the provided RStan model code and data preparation script into PyStan 3.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 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/Zurybr/lefarma-skills/archive/main.zip#rstan-to-pystan Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.