Add state poverty rates notebook with memory optimizations#128
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DTrim99 wants to merge 3 commits intoPolicyEngine:mainfrom
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Add state poverty rates notebook with memory optimizations#128DTrim99 wants to merge 3 commits intoPolicyEngine:mainfrom
DTrim99 wants to merge 3 commits intoPolicyEngine:mainfrom
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Added CSV output file with complete results for all 51 jurisdictions (50 states + DC). |
Implements PolicyEngine#127: Calculate SPM poverty and child poverty rates for all 50 US states plus DC using PolicyEngine microsimulation with state-specific datasets. Features: - Downloads state datasets from HuggingFace - Calculates person_in_poverty rates (SPM definition) - Child poverty filtering (age < 18) - Summary statistics and national averages - Choropleth map visualizations - CSV export of results Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Add garbage collection after each state to prevent memory buildup - Use float32 dtype to reduce memory footprint by 50% - Reorder states by population (smallest first) to reduce early memory pressure - Add checkpoint/resume functionality to recover from kernel crashes - Include year in output CSV filename for clarity Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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