9 tagged bayesian inference, measured the same way as everything else here.
Browse within: calibration 5data-assimilation 5derivative-free-optimization 5ensemble-kalman-filter 5ensemble-kalman-inversion 5
Skill Claude CodeCodex
Use this skill when working with bnlearn, a Python library for Bayesian networks, probabilistic graphical models, causal discovery, parameter learning, structure learning, inference, sampling, and directed acyclic graphs (DAG).
CliMA/EnsembleKalmanProcesses.jl
Skill Claude CodeCodex
Add concise Base.show and Base.summary methods to Julia types whose default REPL representation is unhelpful or overwhelming. Use this skill whenever the user mentions that a type prints badly in the REPL, asks to improve how an object is displayed or printed, wants a custom show, summary, or repr for a Julia type, or…
CliMA/EnsembleKalmanProcesses.jl
Skill Claude CodeCodex
Add or normalise Julia docstrings on public symbols (exported types, functions, and constants) so the package's public API is fully self-documenting and the Documenter.jl docs build passes its checkdocs check. After writing docstrings, also updates docs/src/API/ pages so every exported symbol appears exactly once…
CliMA/EnsembleKalmanProcesses.jl
Skill Claude CodeCodex
Rewrite vague, delayed, or low-context Julia error messages into structured, actionable diagnostics. Invoke this skill whenever the user mentions: error message, improve errors, rewrite @assert, ArgumentError, DimensionMismatch, DomainError, vague error, error rewrite, Julia exception, diagnostic, throw, validation…
Skill Claude CodeCodex
End-to-end clinical diagnostic reasoning skill. Takes a patient case (SCENARIO.md), runs multi-persona Bayesian reasoning rounds with textbook evidence and literature search, outputs structured DDx with likelihood ratios. Use when solving clinical cases, generating differential diagnoses, discussing clinical…
Skill Claude CodeCodex
Author: Dr. Aneesh Joseph Implementation: Claude (Anthropic) Version: 2.2 | December 2025.