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Backport PR #5535: fix n^2 performance issue in coalesce_streams preprocessor...
Backport PR #5535: fix n^2 performance issue in coalesce_streams preprocessor for n consecutive stream outputs, `\r` fix would be compiled n times, and applied to each ith output (n-i) times. - move pattern to module level - apply replacement after coalescing outputs An example notebook from nbviewer with ~1k outputs that was taking 90 seconds to render now takes 3 seconds.

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Interactive Widgets

IPython includes an architecture for interactive widgets that tie together Python code running in the kernel and JavaScript/HTML/CSS running in the browser. These widgets enable users to explore their code and data interactively.

Tutorials

  • [Using Interact](Using Interact.ipynb)
  • [Widget Basics](Widget Basic.ipynb)
  • [Widget Events](Widget Events.ipynb)
  • [Widget Placement](Widget Placement.ipynb)
  • [Widget Styles](Widget Styles.ipynb)
  • [Widget Alignment](Widget Alignment.ipynb)
  • [Custom Widgets](Custom Widgets.ipynb)

Examples of custom widgets

  • [Variable Inspector](Variable Inspector.ipynb)
  • [Export As (nbconvert)](Export As (nbconvert%29.ipynb)
  • [Nonblocking Console](Nonblocking Console.ipynb)
  • [File Upload Widget](File Upload Widget.ipynb)

Examples using interact/interactive

  • [Beat Frequencies](Beat Frequencies.ipynb)
  • [Exploring Graphs](Exploring Graphs.ipynb)
  • Factoring
  • [Image Browser](Image Browser.ipynb)
  • [Image Processing](Image Processing.ipynb)
  • [Lorenz Differential Equations](Lorenz Differential Equations.ipynb)