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This repository was archived by the owner on Feb 7, 2025. It is now read-only.
This repository was archived by the owner on Feb 7, 2025. It is now read-only.

Functions to translate datasets to python library formats (e.g., Pandas, TensorFlow) #53

@okennedy

Description

@okennedy

Pain point: Using NumPy/Pandas presently requires writing code to translate datasets to/from standard python frameworks.

Suggested Fix:
The ideal fix would be one that provides native access to each format and (ideally) allows data transfer to happen outside of python... However, a simple, functional solution would be to simply import the data into python and then export it into the native representation.

Progress

  • Export to Bokeh
  • Export dataset to Pandas dataframe
  • Export column to NumPy
  • Export dataset to TensorFlow dataset
  • Import dataset from Pandas dataframe (e.g., on save)
  • Import dataset from NumPy (e.g., replace column?)
  • Import dataset from TensorFlow dataset

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