PR Summary

Script improvements for enhanced performance and updated data processing

• Introduced libraries for parallel computation, resulting in improved performance in executing jobs.
• Increased the number of elections to simulate more scenarios, helping in producing comprehensive results.
• Implemented a batch processing system to handle multiple elections simultaneously, making the processing more efficient.
• Updated simulation functions to work with batches for improved performance and result precision.
• Added new data sets for plot comparisons, providing a more thorough view of the outcomes.

Enhancements in result representation for better comparison and understanding

• Updated voting methods and results structure in the scripts for a more accurate ranking of candidates.
• Revised results tables and plots format to provide clearer comparisons and better visualization.
• Adjusted plot limits and formatting, offering an enhanced graphical representation of results.

Updates in scenario representation and computation parameters

• Refreshed the context and title of results to reflect recent research metrics and insights.
• Increased the number and diversity of voters and elections in simulations for a more representative output.
• Switched to a more relevant method - Social Utility Efficiency (SUE) instead of Condorcet efficiencies - for computing results in certain scripts, aligning the computation process with updated theories.

Streamlining of simulation process and script consistency

• Optimized and consolidated the simulation process, shifting to a batch simulation approach for improved efficiency.
• Made sure the context is consistent across different scripts and result table layouts are uniform, leading to easier understanding and analysis of results.
• Updated labelling and titles in various scripts for clarity and an error-free presentation.

Expansion in the batch processing approach and modification of election parameters

• Implemented batch processing in more scripts leading to better performance.
• Tweaked traditional parameters in multiple scripts to accommodate new simulation logic.
• Enhanced several scripts by increasing the total number of elections, providing more substantial data for evaluations.

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 97.76%. Comparing base (013621c) to head (3720085).
Report is 3 commits behind head on master.

@@           Coverage Diff           @@
##           master      #23   +/-   ##
=======================================
  Coverage   97.76%   97.76%           
=======================================
  Files          18       18           
  Lines         447      447           
=======================================
  Hits          437      437           
  Misses         10       10           

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

Accidentally merged and then force reverted.