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tensorflow-sandbox

  • numpy
  • pandas
  • sklearn
  • tf2

General structure of an ML pipeline

  • data gathering (sampling),
  • EDA (data, outliers, relations)
  • preprocessing
  • split (sampling)
  • model (fit, predict, hyper-tune)
    • regression
    • classification
    • clustering
  • evaluation

for more detail ...