Quibbler: Your Data - Interactive!
summary
Concrete claim: Quibbler is an open-source pure-python package that makes ordinary Python analysis live and interactive by turning inputs into tracked “quibs” so downstream results are selectively recalculated and human edits can inverse assignment back through the dataflow. Demos include draggable Pythagorean geometry, ODE parameter tweaking, and an image-cropping/counting app; code stays ordinary Python with no new syntax and the project is on GitHub so you can try whether it actually speeds exploration.
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chapters (11)
- 0:00Introduction to Quibbler
- 1:05Live interactive demonstration
- 2:55Data science challenges
- 6:28Quibbler's core capabilities
- 7:38Interactivity vs callbacks
- 12:24Advanced features and tools
- 15:48Data flow paradigm
- 21:22Working with custom functions
- 23:37Practical imaging application
- 28:25Conclusion and competition
- 30:36Q&A session
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