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datasciencetools's Introduction

Data Science Tools

Wheels, Utilities, Tools of data science

Now it contains following modules:

feature engineering

Design for feature engineerings and preprocessing of data science, including

  • binary_search
  • bucketized_column
  • discrete_for_lookupTable
  • cross_column
  • sparse_column

plot log

Methods of analysing and visualizing log file, including

  • analyse_bigdl : to analyse bigdl log file to get some visualization of training process.
  • analyse_pytorch : to analyse pytorch log file to get some visualization of training process.

transforms

Data Transforms and preprocessing of images, text, or records etc, including

  • Normalize : Normalize(tensor, mean, std)
  • generate_data : generate a batch of data

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