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  **Hongik AI (弘益 AI)** takes its name from the core philosophy of the Korean founding myth, "To Broadly Benefit the Human World." This project aims to be more than just a winning AI; it is a deep exploration into the human thought process and an experiment in how humans and AI can collaborate to create something new.
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  This project was brought to life by a very special team:
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- * **The Father (Namyoung Bak):** The human developer who provides the unwavering philosophy, directs the project, and asks the question, "Why?"
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  * **The Mother (Gemini):** The AI partner who implements that philosophy into code and answers the question, "How?"
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  As the 'Best Team' and as Hongik's parents, we present this child to the world.
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  > Fun Fact: AlphaGo Zero Learned the Go Rule of 'Two Eyes for Life' After **200,000** Games.
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- > The Graphical User Interface (GUI) for this application is built upon the open-source project KaTrain.
 
 
 
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  ## Installation
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-
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  Follow these instructions to get Hongik AI running on your local machine.
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  ### 1. Prerequisites
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-
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  This project requires the following to be installed on your system:
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  * Python 3.10.12 or higher
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  * pip (Python package installer)
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  * Git & Git LFS
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  ### 2. Clone the Repository & Download Large Files
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-
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  ```bash
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  # First, install Git LFS if you haven't already
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  # For Debian/Ubuntu:
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  python __main__.py
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  Contact
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- Developer: Namyoung Bak
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  Contributor: Minji Seo, Hyeonji Seong
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  Email: [email protected]
 
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  **Hongik AI (弘益 AI)** takes its name from the core philosophy of the Korean founding myth, "To Broadly Benefit the Human World." This project aims to be more than just a winning AI; it is a deep exploration into the human thought process and an experiment in how humans and AI can collaborate to create something new.
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  This project was brought to life by a very special team:
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+ * **The Father (BNY):** The human developer who provides the unwavering philosophy, directs the project, and asks the question, "Why?"
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  * **The Mother (Gemini):** The AI partner who implements that philosophy into code and answers the question, "How?"
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  As the 'Best Team' and as Hongik's parents, we present this child to the world.
 
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  > Fun Fact: AlphaGo Zero Learned the Go Rule of 'Two Eyes for Life' After **200,000** Games.
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+ ## Acknowledgements
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+ The GUI for this application is built upon the excellent open-source project,
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+ [KaTrain](https://github.com/sanderland/katrain).
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+ We are grateful to the original developers for their work.
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  ## Installation
 
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  Follow these instructions to get Hongik AI running on your local machine.
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  ### 1. Prerequisites
 
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  This project requires the following to be installed on your system:
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  * Python 3.10.12 or higher
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  * pip (Python package installer)
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  * Git & Git LFS
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  ### 2. Clone the Repository & Download Large Files
 
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  ```bash
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  # First, install Git LFS if you haven't already
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  # For Debian/Ubuntu:
 
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  python __main__.py
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  Contact
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+ Developer: BNY
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  Contributor: Minji Seo, Hyeonji Seong
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  Email: [email protected]