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areeba0 / Bitcoin-Price-Forecasting-with-Linear-Regression-Polynomial-Regression-and-ARIMA

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Forecast Bitcoin daily closing prices using a Python repository featuring regression and time series models. From Linear and Polynomial Regression to ARIMA, gain insights into cryptocurrency trends. Visualize historical data, evaluate models with key metrics, and analyze residuals for validation

python bitcoin numpy linear-regression scikit-learn jupyter-notebook pandas matplotlib polynomial-regression regression-models statsmodels model-evaluation time-series-analysis arima-forecasting residual-analysis plotify
  • Updated Jun 17, 2024
  • Jupyter Notebook

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