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@@ -13,7 +13,7 @@ Listen to the [🎧Audio🎧](https://drive.google.com/file/d/1oZdaiyrNYJ4v3LZ3l
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  Try the [proofs of concepts](https://huggingface.co/spaces/earnliners/dow-usd).
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- Read the [White Paper](https://huggingface.co/spaces/earnliners/dow-usd/resolve/main/QPTFen.pdf).
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  Description:
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  Welcome to our community focused on integrating mathematics, machine learning, and streamlit-based visualization for financial markets! Our project revolves around building a real-time trading bot for cryptocurrency and stock markets, leveraging Principal Component Analysis (PCA), SHAP analysis, and Random Forest classifiers to make data-driven decisions.
 
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  Try the [proofs of concepts](https://huggingface.co/spaces/earnliners/dow-usd).
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+ Read the [White Paper](https://figshare.com/articles/thesis/Quantum_Principles_of_Time_and_Financial_Adaptation/28301660?file=51993188).
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  Description:
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  Welcome to our community focused on integrating mathematics, machine learning, and streamlit-based visualization for financial markets! Our project revolves around building a real-time trading bot for cryptocurrency and stock markets, leveraging Principal Component Analysis (PCA), SHAP analysis, and Random Forest classifiers to make data-driven decisions.