FlameAI 1.0.8

Version 1.0.8

Released 2024-06-01

• Fix an error caused by the hive_cli function

Version 1.0.7

Released 2024-05-31

• Added two optional arguments --opt, --print to the hive_cli function.

Version 1.0.6

Released 2024-05-25

• Added support for binary classification model evaluation.
  • Allows specifying a threshold for model output probabilities.
  • If no threshold is provided, FlameAI will automatically search for the optimal
    threshold based on an objective function (e.g., maximizing precision).
• Added support for linear regression model evaluation.
• Added support for data preprocessing.
  • Convert categorical labels into numeric format.
  • Calculate the scaling factor for an imbalanced dataset.
  • Implement a simple DataLoader.
• Added support for plotting ROC curves and confusion matrices.
• Added support for a command-line tool.
  • Check if Python, Hive and PyTorch are installed in the current env.
  • Hive command-line tool to execute an HQL file and save the result to a CSV file
    with the same name as HQL file.
• Run nox tests using GitHub Actions.
• Added some examples.
• Removed several modules from __all__ to fix the issue of slow loading of FlameAI.
• Removed torch from pyproject.toml's dependencies.