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Make empirical fits reliable and restore the profiler checks - #1
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Fixes broken imports, scale-dependent fitting, ignored fit thresholds, ambiguous classifications, CLI comparison and JSON round trips. Inconclusive measurements retain raw evidence and candidate scores. Stable basis construction handles extreme input sizes without overflow or underflow.
Adds installable-package documentation, a reproducible chart and clean-wheel acceptance. Synchronizes package, module and CLI version 1.0.1; makes clock checks deterministic while preserving a real-clock smoke test; explicitly uses a headless renderer for chart tests. The source archive now contains the full test suite and verification inputs.
Validation: 472 tests pass locally with 91.38% coverage (85% gate unchanged). All 13 checks in run 40296483045 passed: Python 3.10–3.12 on Linux, macOS and Windows, plus lint, types, security and packaging. The rebuilt wheel passes CLI, JSON, chart and extreme-size checks outside the checkout; the extracted source archive collects all 472 tests. Published source blobs match the verified local tree.
Fits remain empirical estimates, and ambiguity detection is an explicit heuristic rather than a mathematical Big-O proof. Headless chart checks do not certify interactive GUI backends.