Expected environment setup
python -m pip install -e ".[dev]"Observed in .github/workflows/publish-pypi.yml:L31
Native source materials / 3 indexed
Native lessons and source materials
This index links to repository-authored course records, examples, tutorials, and technical reading. The separate browser lab is an educational surrogate; its sliders and checkpoints do not execute this repository's native engine.
Current audited native source: 13e9dfcd7ca6bccd9f0406093ea83a99e4e8628e
Browser-lab provenance from the reconciled package: package source revision c286723f9d17e5d7274f49e52a0a711633dc6ceb. This is separate from the current native source revision above.
Source-defined reproduction commands
These exact one-line commands were observed in the audited repository workflow records and link to their source location. Expected setup, tool licensing, data, and environment vary by repository; the dashboard does not execute these commands or promise a completion time.
Source-defined validation command
python -m pytest -vObserved in .github/workflows/publish-pypi.yml:L34
Source-defined example command
python -m examples.render_model_previewObserved in .github/workflows/tests.yml:L40
Search the native catalog
3 materials
Question / topology
Battery Cycle-Life Analyzer
layout: default
docs/index.md
Equations / provenance
Battery Cycle‑Life Analyzer (bcla)
**Fit degradation models to battery cycling data, project remaining useful
README.md
Reproduce / parameters
Oxford grid-battery real-data example
layout: default
docs/oxford-energy-trading.md