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Changelog

Web Interface: Data Exploration & Prediction Interface

Version: v0.2.0

General:

  • Transitioned into Cycle 2 after successful completion of Cycle 1.

  • Focus shifted towards integration of Time Series models.

Features:

  • Integrated Time Series models for oil price forecasting.

  • Integrated XGBoost, Random Forest, and Polynomial Regression models.

Bug Fixes & Improvements:
  • Enhanced API naming conventions for better readability and standardization.
Known Issues:
Next Steps:

Version: v0.1.0

General:
  • Design Web interface - initially made for data exploration and prediction.
Features:

  • Added Graph Type Selection: Scatter Plot and Line Plot visualizations.

  • Data Visualization: Implemented interactive charts for better data understanding.

  • Data Filtering: Improved dynamic filtering options.

  • Upcoming Predictions: Integration plans announced; predictive capabilities to be added in the next release.

Bug Fixes & Improvements:
  • Fixed an issue with The Oval Table Logo not displaying correctly.
Known Issues:

  • Initial Load Time: Due to hosting on Render's free tier, there may be a delay on initial load.

  • Resource Constraints: Memory overflow potential with excessive feature selection.

Next Steps:

  • Integrate predictive analytics capabilities.

  • Extend data filtering options.

  • Incorporate more graph types for visualization.