math-modeling-pipeline/phase-3.5-dl
CommunityRigorous unit tests for DL model validation.
AuthorSOGERSEN
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Validate and ensure the correctness of DL models via unit tests, covering overfitting checks, metric validation, visual inspection, and robustness checks to prevent deployment of under-tested models.
Core Features & Use Cases
- Automated DL unit tests: A structured test suite that loads models, performs deterministic inferences, and checks consistency, ranges, and metrics.
- Comprehensive validation: Overfitting detection, metric reproduction, visual quality checks, and robustness tests.
- Experiment-to-report workflow: Generates a test report in Markdown and a machine-readable JSON file for traceability.
Quick Start
Run the Phase 3.5-DL test suite against your trained models to produce a full DL unit test report.
Dependency Matrix
Required Modules
None requiredComponents
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: math-modeling-pipeline/phase-3.5-dl Download link: https://github.com/SOGERSEN/math-modeling-pipeline/archive/main.zip#math-modeling-pipeline-phase-3-5-dl Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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