/active_learning_toolbox

Jupyter active learning annotator widget.

Primary LanguagePython

jupyter_al_annotator

Jupyter active learning annotator widget.

Example for MNIST dataset.

jupyter widget example

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Requirements

  1. Python 3.6 (has not been tested with earlier versions)
  2. numpy (1.12.1)
  3. pandas (0.20.1)
  4. sklearn (0.18.1)
  5. scipy (0.19.0)
  6. Pillow (4.2.1)
  7. Jupyter (4.3.0)
  8. LibAct from the fork (pip install git+https://github.com/windj007/libact)

Installation

Enabling widgets in Jupyter IDE

The Jupyter widgets are not enabled by default. To install and activate them do the following.

pip install ipywidgets
jupyter nbextension enable --py --sys-prefix widgetsnbextension

For further details, please, refer to jupyter-widgets repo.

Installing library and widget

Usage