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Update README.md
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Update README.md
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[FIX] z -> s
66e3d3c
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[FIX] Electrical -> Electrical energy and Thermal -> Thermal energy
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[FIX] title 'optimisation' -> 'Optimisation'
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[DOCS] README: reorder sections and rename "Custom resources" to "New resources"
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[FIX] Inputs files: Clamp negative resource caps and coefficients to 0 before solver
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[SEC] Patch click and pillow to fix known CVEs
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[TEST] Add stress tests and edge case coverage for optimisation engine
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[FIX] Section intro tab4_optimization -> tab4_optimisation
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[DOCS] Example Afforestation -> Afforestation/reforestation + Warning case 2 OR relationship between same 'Resource group'
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[DOCS] British spelling in README: optimizer → optimiser (conflicts)
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[DATA] British spelling in inputs: Bio-char → Biochar, Mineralization → Mineralisation
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[UX] British spelling: rename optimization → optimisation throughout code (conflict resolve)
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[DOCS] Update README for non-dev maintenance
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[FIX/UX] Style comparison loader button and update ui_text.xlsx content (text displayed in the app, which can be edited directly in this file)
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[FEAT] Add OR-substitutable resource family pools and rename inputs.csv
60dd41c
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[FEAT] Replace hardcoded tab intros and method disabled notes with ui_text.xlsx; fix slider negative min
afbc8e6
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[FEAT] Replace hardcoded tab intros and method disabled notes with ui_text.xlsx; fix slider negative min
7b4d13c
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Upload tooltips.xlsx
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[UX] tab6_scenarios.py: British spelling (optimization -> optimisation)
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[UX] tab5_sensitivity.py: British spelling (optimization -> optimisation)
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[UX] tab4_optimization.py: British spelling (Optimization -> Optimisation)
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[UX] tab3_coefficients.py: British spelling (optimization -> optimisation)
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[UX] tab2_constraints.py: British spelling (optimization -> optimisation)
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[UX] tab1_inputs.py: British spelling (optimization -> optimisation)
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[UX] tab0_welcome.py: British spelling (optimize -> optimise, optimization -> optimisation)
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[UX] data: British spelling (Bio-char -> Biochar, Mineralization -> Mineralisation)
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[UX] app.py: British spelling (Optimizer -> Optimiser, Optimization -> Optimisation)
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[DOC] README: British spelling (optimization -> optimisation, optimizer -> optimiser)
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[FIX] Resolve percent caps against each method's standalone potential
Previously, "percent" caps were applied as a fraction of the combined portfolio output — a self-referential formula where one method's cap depended on every other active method's output. An out-of-range cap (e.g. from a corrupted scenario file) could silently zero the entire portfolio. Now, each method's percent cap is resolved against its own isolated maximum: the output it would achieve if it were the only active method, unconstrained. Adds compute_standalone_potential() in optimization.py and integrates the conversion in run_optimization() before the LP is solved. Clamps cap_value to [0, 100] before computing. Wording updated across tab0, tab2, tab4, tab5, and data_utils: "% of total potential" / "% of potential" → "% of its potential".358d27e -
[FIX] Fix cap value precision: show 4 decimal places in absolute cap inputs and displays across tab2, tab4, and data_utils
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[FIX/FEAT] Move bottleneck analysis from tab4 to tab5, add chart interpretation captions to both tabs
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[UX] address user feedback: per-year template text and column header, more visible "Add resource" button, fixed next-tab navigation on all pages, updated method constraints intro text
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[FIX] welcome: update intro text for target audience, style 'Let's get started...' with gradient, add page bottom padding globally
848c8a3
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[REFACTOR] state_utils: remove apply_auto_disable_logic, replaced by refresh_active_methods in tab2
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[FIX] tab6: source resource list from resource_usage (not resource_caps) to include custom batches, fix resource usage computation, remove broken CSV export
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[FIX] tab5: exclude zero-cap resources and inactive methods from sensitivity selectors, remove redundant session state guards
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[FIX] tab4: fix heatmap zero-display for tiny values, remove unused imports and redundant session state inits
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[REFACTOR] tab2: extract refresh_active_methods from _sync_constraint_widgets so it can be called without visiting Tab 2
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[REFACTOR] tab1: replace apply_auto_disable_logic with refresh_active_methods, remove redundant resource_caps init
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[FIX] tab3: add early return for zero-cap resources, simplify availability messages, remove unused has_custom_batch param
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[FIX] app: initialize session state at app level to prevent crashes on direct tab navigation
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[FEAT] utils: add run_expanded_optimization (LP pipeline for tab5), add resource_caps_to_excel_bytes, increase number precision in render_resource_input
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[FIX] tab6: filter hidden Other resources, apply CRRA chart style, register chart data, fix tab name
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[FIX] tab5: switch to run_expanded_optimization, filter hidden resources, expose Other method variants in method selector
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[FIX] tab4: cap heatmap percentages at 100%, show percentages instead of exact values in chart data table
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[FIX] tab2: deactivate methods whose resource is unchecked in the Tab 1 popover, fix status display (red) and hint text
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[FEAT/FIX] tab1: add load/download standard resources buttons, fix stale costs on edit/delete/reset, increase number precision
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[DOC] README: fix tab name, add tabs overview, custom resources, scenarios, Case 9, and missing data scripts
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