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Time Series prediction

TESLA_Stock dataset from 1-1-2018 to 21-4-2023. This dataset collected from https://www.investing.com

  1. Using Tensorflow and Keras module to build models
  2. Recurrent Neural Network, LSTM, GRU, Bayesian Neural Network, Convolutional Neural Network, Temporal Convolutional Network, K-Nearest Neighbors.
  3. Holt-Winter's Exponential Smoothing method with statsmodels library.
  4. All of results are compared by Root Mean Square Error and Mean Absolute Percentage Error metrics.

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