Release v1.1: Predictions for 2024

[1.1] - 2023-08-31

Added

• Support for 2024 year.
• Bash scripts for running data preprocessing pipeline and syncing Jupyter notebooks with Python files.

Changed

• Bugfixes for line plots logic to ensure correct conversion of values in case log transform flag is on.
• Structure of the NGBoost model to simplify handling for 2024

Full Changelog: v0.0.1...v1.1.0

Initial release

This release includes a model for making forecasts for 14 months ahead using cm_features v1 (inputs dataset version). The model is packaged as Jupyter notebook for convenience.

Release v1.0

Added

• Converted .ipynb files to .py using Jupytex.
• Support for 2023 data.
• 11 PCAs for V-DEM dataset in the final cm_features_v2.5 and removed 40 V-DEM features.
• New benchmarks published by ViEWS.

Changed

• Migrated to the most recent version of cm_features published by ViEWS.

Full Changelog: v1.0.0...v0.0.1