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financial-data

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This repository offers a detailed exploration of KNeighbors Regressor techniques applied to time series data, specifically for financial forecasting. It features code and examples, including the KNeighbors_Model.ipynb notebook, showcasing data preprocessing, model training, and performance evaluation with visualization.

  • Updated Aug 22, 2024
  • Jupyter Notebook

This Jupyter Notebook analyzes NVIDIA (NVDA) stock data to compute risk metrics like Value at Risk (VaR), Expected Shortfall (ES), Sharpe Ratio, Sortino Ratio, Maximum Drawdown, and Beta. It includes visualizations of daily returns and metrics to assess the stock’s risk and performance.

  • Updated Aug 4, 2024
  • Jupyter Notebook

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