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Vivek-Tate / Population-Forecast-Prediction

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Population Prediction forecasts the Haggis population on a mountain. Ecologists have recorded the population over five years and have satellite estimates. The goal is to predict the true population 12 months ahead using machine learning and time series analysis techniques. This project is for the COM6509 - Machine Learning and Adaptive Intelligence

python machine-learning numpy linear-regression scikit-learn pandas lstm-model matplotlib time-series-analysis arima-forecasting population-prediction mean-absolute-error root-mean-square-error
  • Updated Jun 25, 2024
  • Jupyter Notebook

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