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TODO.md

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TODO

  • Add transformation as angurment to train
  • Syntax on predict, when, give values for time series
  • Update the documentation, we changed is null boolean dimension for not null
  • Print stats data on stats generator
  • Break demo code into train/predict
  • Only create time series col representation if average(count(distinct column)) in column by group by is <=1
  • On time series, break test-train automatically
  • When model is finished training, test by column, store importance matrix
  • Distributions on test and validation sets
  • Fix time series include target column for past readings (IMPORTANT)
  • Update loss function to be log relative
  • Implement logging proxy visualizer
  • Support from dataframe directly
  • Support stream dataframes (http://matthewrocklin.com/blog/work/2017/10/16/streaming-dataframes-1)