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sprint-08-release

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@Mehdi-kbz Mehdi-kbz released this 10 Dec 15:59
· 123 commits to develop since this release
7fe0f87

Sprint Summary

Standardized Visualization for Forecasting Results(#68)

  • Standard visualization types were defined for forecasting questions, reusable guidelines were created, and all existing plots were updated to follow standardized rules.

RTDIP Ingestion Implementation (#62)

  • Real-time data ingestion components were integrated into the existing pipeline architecture
  • End-to-end testing was completed from Azure storage through RTDIP ingestion to forecast output

Customer Feedback Collection and Documentation (#39)

  • Project progress and forecasting results were presented to industry partner
  • Feedback was collected and documented in the wiki

Model Optimization and Improvement (#65)

  • Advanced time series features were engineered including lag features, rolling statistics, and seasonal indicators
  • Automated hyperparameter tuning with cross-validation was implemented and results were version-controlled

Wiki Restructuring and Refactoring (#63)

  • Navigation structure with custom sidebar and table of contents was implemented
  • Uniform page templates were applied and content quality was validated by external stakeholders

Data Exploration with Additional Open-Source Dataset (#18)

  • Additional public dataset was evaluated and preprocessed for model validation
  • Statistical analysis and visualizations were completed and documented