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English Language Learning Ability Prediction Changelog

Release: 3.0.0

Fixed bugs:

  • a91eb1e: Implemented Github Actions Workflow using DockerHub Image
  • 402094b: Addressed test case failures in helper function: tests/test-plt_regr_pred.py, Fixed return to be Axes object and added unittest rather than pytest
  • b9a06f5: Addressed test case failures in helper function: tests/show_feat_coeff.py, Fixed return to get feature names out from X_train rather than X_enc and added unittest rather than pytest and adjusted parameters for FunctionTransformer (feature_names_out='one-to-one") so that we could get all feature names
  • #46: fixed dropping of some additional question level columns that wouldn't be used in the analysis but were being dropped outside the transformer.

Implemented enhancements:

  • a290eb5: Changed from specifying packages in docker file to using environment.yml file
  • 908b58a and c476b28: Added a reference to final report (Background part)
  • 18b36c4: Updated license file with creative license and database
  • #92: Formatted the ReadME to be more readable and added contact channel
  • #103: Testing automation, and Added README info to test the helper function tests easily
  • #105: Added more EDA plots and made the previous ones more clear for addition in report
  • #107: Added other scoring metrics on test results
  • ed21de4: Addressed peer review feedback (added authors to top of report, hid imports at top of report, added headings to split up discussion section, fixed variable insertion errors to account for multple test error metrics)
  • 00671aa: Fixed typos in diiscusson section
  • f1e31d4: Fixed the Actual vs Predicted plots overplotting issue by adding 2d histogram instead of scatter plot
  • 8eaa4f4: Updated report to include 2D histogram changes and interpretation
  • edcf345: Fixed figure sizes to be consistent

Closed issues during Week 4:

  • #58: Previous Improvements that we discussed could be implemented and fixed
  • #96: Peer Review Comments that were addressed
  • #108: Addressed all concerns regarding final report from peer review and group feedback
  • #98: Fixed concerns regarding license
  • #102: Automated the tests (Rearranged it and added the command to readme)
  • #109: Add Creative Common License in Readme and Add full names and contacts (github links) to "Team Members" section. Also rewrote "About" section.