Akshat111111/Hedging-of-Financial-Derivatives

💡[FEATURE]: BPCl stock analysis using lstm

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Is your feature request related to a problem? Please describe.
Yes, The art of forecasting stock prices has been a difficult task for many of the researchers and analysts. Investors eagerly seek effective stock price prediction systems to guide successful investments and understand future market trends.

Describe the solution you'd like
I would like to Add the ML Models which i am gonna build like using LSTM, SVM and K-Nearest Neighbors (KNN) using historical stock price data and relevant financial indicators, preprocess the data, performing EDA, and check the prices, and compare the model's accuracy.

Describe alternatives you've considered
Exploring additional models like ARIMA, XGBoost, or ensemble methods for potential improvement in forecasting accuracy.