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CHANGELOG.rst

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.. currentmodule:: flameai

Version 1.0.9

Released 2024-08-16

  • Execute SQL code using SQLite.

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.

Version 1.0.0

Released 2024-05-23

  • Initial release.