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EmotionLib v3 - Ida Wells

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@EmotionEngineer EmotionEngineer released this 08 Mar 19:24
· 27 commits to master since this release
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EmotionLib v3 Release Notes 🌸

We are excited to present EmotionLib v3, the first officially stable version of the library, released in honor of International Women’s Day. This release is named after Ida B. Wells, the pioneering journalist, civil rights leader, and co-founder of the NAACP, whose courage and tireless pursuit of justice inspire us to create technology that balances precision and ethics.

This version emphasizes stability, speed, and ease of use. Key updates include optimized MPAA rating classification, new tools for model customization, and improved documentation.

What’s New in v3

  • 💡 Optimized MPAA Rating Classification:

    • Replaced LSTM with a lightweight MLP model, faster performance with improved accuracy.

  • 🛠 Updated C# Example:

    • Simplified integration for MPAA ratings.

  • 📊 Flexible Model Customization:

    • Added Jupyter notebooks for retraining (available on Kaggle).

  • 🛡 Focus on Stability:

    • Critical bugs fixed and enhanced handling of edge cases.
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