hazard-survival-modeling
CommunityHazard & Survival modeling for token sequences.
AuthorJoaquinCampo
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill guides practitioners in implementing hazard and survival modeling for sequential token prediction, enabling reliable estimation of catastrophe risk in token-generation tasks.
Core Features & Use Cases
- Discrete-time hazard concepts (hazard, survival, censoring) applied to token sequences
- Horizon-based labeling strategies, competing risks handling, and evaluation metrics
- Practical implementation patterns using XGBoost on person-period data, with approaches for calibration and survival-curve computation
Quick Start
Train a hazard predictor by expanding sequences to person-period data and fitting a binary classifier to predict catastrophe onset at each token.
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: hazard-survival-modeling Download link: https://github.com/JoaquinCampo/Skills/archive/main.zip#hazard-survival-modeling 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 471,000+ vetted skills library on demand.