UI はローカライズ済みです。スキルの紹介と説明文書は選択した言語へ AI が自動翻訳し、コード・コマンド・パス・専門用語は原文のままです。原作者の文書が優先されます。
スキルを探す
生産性・共同作業 · SKILL.md

tsnpe_sbcc_diagnostics

tsnpe_sbcc_diagnostics

Compute TSNPE support inclusion and simulation-based coverage calibration diagnostics after each truncated proposal training round.

Independent GitHub snapshot · Automated classification · Original documentation governs

スキルの説明

GitHub

name: tsnpe_sbcc_diagnostics description: Compute TSNPE support inclusion and simulation-based coverage calibration diagnostics after each truncated proposal training round.

Tsnpe Sbcc Diagnostics

Use this skill after each TSNPE round to check whether posterior credible regions cover simulated ground-truth parameters and whether the truncation support is not excluding likely true posterior mass. It reports numeric coverage and support-inclusion values for recovery analysis.

Inputs: JSON with true_log_probs, posterior_sample_log_probs, and threshold. Outputs: empirical coverage curve, ground-truth support fraction, and mechanism checks. Validation: run python tests/test_sbcc.py.

保存したスキル