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nipunbatra / ml-teaching

https://nipunbatra.github.io/ml-teaching/
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adding a notebook on autoregressive models #50

Closed SukrutaPrakashMidigeshi closed 5 months ago

SukrutaPrakashMidigeshi commented 6 months ago

Following adding were made in the notebook :

  1. Time series forecasting using linear regression (in autoregressive setting) for two datasets
  2. Comparing the accuracy scores of the AR model with that of a simple single layered LSTM
  3. Tracking the accuracy values with the increase in the lag value
  4. Comparing the accuracy values between adding and not adding month as a feature
  5. Create custom AR and LSTM classes in order to train and test faster
review-notebook-app[bot] commented 6 months ago

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