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MIT License

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MIT License
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Copyright (c) 2025 ARA AI - Ultimate Stock Prediction System
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in all
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copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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SOFTWARE.
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================================================================================
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ADDITIONAL TERMS AND CONDITIONS
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1. FINANCIAL DISCLAIMER
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This software provides stock price predictions based on historical data and
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machine learning models. These predictions are for informational purposes
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only and should not be considered as financial advice, investment
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recommendations, or guarantees of future performance.
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2. NO INVESTMENT ADVICE
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The authors and contributors of this software are not licensed financial
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advisors. Users should consult with qualified financial professionals
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before making any investment decisions.
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3. RISK ACKNOWLEDGMENT
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Stock market investments carry inherent risks, including the potential loss
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of principal. Past performance does not guarantee future results. Users
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acknowledge that they use this software at their own risk.
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4. ACCURACY DISCLAIMER
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While the software aims for high accuracy in predictions, no prediction
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system is 100% accurate. Market conditions, unforeseen events, and other
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factors can affect actual stock performance.
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5. DATA SOURCES
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This software uses publicly available market data from third-party sources.
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The accuracy and availability of this data is not guaranteed by the
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software authors.
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6. PRIVACY PROTECTION
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This software is designed to protect user privacy by processing all data
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locally. However, users are responsible for their own data security and
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privacy practices.
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7. THIRD-PARTY COMPONENTS
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This software includes third-party libraries and models (including Hugging
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Face models) that are subject to their own licenses and terms of use.
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8. COMPLIANCE
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Users are responsible for ensuring their use of this software complies
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with all applicable laws and regulations in their jurisdiction.
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9. MODIFICATION AND DISTRIBUTION
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Users may modify and distribute this software under the terms of the MIT
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License, but must include appropriate disclaimers about the nature of
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financial predictions and investment risks.
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10. LIMITATION OF LIABILITY
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In no event shall the authors or contributors be liable for any financial
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losses, investment decisions, or other damages arising from the use of
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this software, even if advised of the possibility of such damages.
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================================================================================
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THIRD-PARTY LICENSES
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This software incorporates the following third-party components:
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1. Scikit-learn (BSD License)
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2. XGBoost (Apache License 2.0)
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3. LightGBM (MIT License)
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4. PyTorch (BSD License)
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5. Transformers by Hugging Face (Apache License 2.0)
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6. Pandas (BSD License)
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7. NumPy (BSD License)
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8. yfinance (Apache License 2.0)
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9. Rich (MIT License)
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Each component is subject to its respective license terms. Users should
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review the individual licenses for complete terms and conditions.
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================================================================================
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HUGGING FACE MODEL LICENSES
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This software downloads and uses AI models from Hugging Face:
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1. ProsusAI/finbert - Used under Apache License 2.0
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2. cardiffnlp/twitter-roberta-base-sentiment-latest - Used under MIT License
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These models are downloaded to the user's local machine and are subject to
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their respective licenses and terms of use as published by their creators.
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================================================================================
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CONTACT INFORMATION
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For questions about this license or the software:
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- GitHub Issues: https://github.com/yourusername/araai/issues
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- GitHub Discussions: https://github.com/yourusername/araai/discussions
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================================================================================
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By using this software, you acknowledge that you have read, understood, and
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agree to be bound by the terms of this license and all applicable disclaimers.

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