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V 0.8.0

Data Structures

  • Create array data structure with reallocation logic

Extractors

  • Frame to matrix conversion for training models
  • Handle frame row limit counts greater than the rows in the file itself
  • Handle blank values in csv file with regex
  • Refactor the regex library (based on handling blank values)
  • Refactor unit tests to test each method of the frame library (be more thorough)

Deep Learning

  • Add batch size training for frames in Neural Net training
  • Train models using selected columns for data frame
  • Save and load trained models for neural nets
  • Train on row by by row basis instead of feeding the entire matrix
  • Trained sample model on iris dataset