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PyMC Distributions

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PyMC distributions expert.

Data & Analytics#migration#distribution#modeling#bayesian#pymc#pymc3
Authorbenmaier
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This skill helps migrate PyMC distribution usage from PyMC3 to the latest PyMC version and fix parameter API mismatches.

Core Features & Use Cases

  • Supports continuous, discrete, multivariate, mixture, and timeseries distributions within PyMC.
  • Assists with API changes, parameter renames, shape handling, and model migration from PyMC3 to newer PyMC versions.
  • Useful for notebook refactors, debugging distribution parameterization, and educational exploration of PyMC distributions.

Quick Start

Convert a PyMC3 distribution call to the latest PyMC API and adjust parameters accordingly.

Dependency Matrix

Required Modules

None required

Components

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: PyMC Distributions
Download link: https://github.com/benmaier/decision-agent-placeholder/archive/main.zip#pymc-distributions

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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