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Introduce strongly-typed dataclasses for model configuration: - Dimensions, Labels, Anchoring, EstimationOptions, TransitionInfo - FactorEndogenousInfo, EndogenousFactorsInfo This improves type safety and enables IDE autocompletion while keeping user-facing model_dict as a plain dictionary. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Replace dict fields with frozendict in frozen dataclasses to ensure true immutability: - Labels.aug_periods_to_periods - Labels.aug_stages_to_stages - Anchoring.outcomes - TransitionInfo.param_names, individual_functions, function_names - EndogenousFactorsInfo.aug_periods_to_aug_period_meas_types, factor_info 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Update process_model() to return a ProcessedModel frozen dataclass and update all consumers to use attribute access instead of dict access. This provides: - Better type safety with explicit typed fields - Immutability via frozen dataclass - IDE autocomplete support - Clear documentation of the model structure 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
…c so that config.TEST_DATA_DIR is valid also for skillmodels the package (as opposed to the project).
The filtered_states DataFrame and params index both use aug_period as the period identifier, not period. This fixes KeyError when calling decompose_measurement_variance. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
debug_loglike already returns processed debug data (it calls process_debug_data internally). Remove the redundant second call to process_debug_data which was causing AttributeError when trying to iterate over already-processed DataFrames. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Codecov Report❌ Patch coverage is Additional details and impacted files@@ Coverage Diff @@
## main #84 +/- ##
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+ Coverage 91.09% 97.28% +6.19%
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Files 47 57 +10
Lines 3987 4796 +809
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+ Hits 3632 4666 +1034
+ Misses 355 130 -225 ☔ View full report in Codecov by Sentry. 🚀 New features to boost your workflow:
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…h all defaults set right there; get rid of remaining mutable types being passed around.
…e where we could do so.
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Document all 14 public exports, get_maximization_inputs return dict, ProcessedModel attributes, frequently used internal APIs, all 7 transition functions, and ModelSpec builder methods — based on how the package is actually used in skane-struct-bw and health-cognition. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
…illmodels into output-formatting
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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