{"repo":"Technion-Kishony-lab/quibbler","free":true,"listed":false,"github":"https://github.com/Technion-Kishony-lab/quibbler","clone":"git clone https://github.com/Technion-Kishony-lab/quibbler.git","description":"Your data - interactive!","language":"Python","stars":332,"topics":["data-analysis","data-science","data-visualization","declarative","graphics","gui","interactive","jupyter","matplotlib","python"],"license":"MIT","category":"analytics","readme_excerpt":"Quibbler: your data - interactive! Interactive, reproducible and efficient data analytics With Quibbler , your data analysis is automatically live and interactive. https://user-images.githubusercontent.com/62783755/209929327-67766771-f271-40f0-8f3a-76deb88310b7.mp4 What is it? Quibbler is a toolset for building highly interactive, yet reproducible, transparent and efficient data analysis pipelines. Quibbler allows using standard Python syntax to process data through any series of analysis steps, while automatically maintaining connectivity between downstream results and upstream raw data sources. Quibbler facilitates and embraces human interventions as an inherent part of the analysis pipeline: input parameters, as well as exceptions and overrides, can be specified and adjusted either programmatically, or by interacting with live graphics, and all such interventions are automatically recorded in well-documented human-machine readable files. Changes to such parameters propagate downstream, pinpointing which specific data items, or even specific elements thereof, are affected, thereby vastly saving unnecessary recalculations. Quibbler , therefore, facilitates hands-on interactions with data in ways that are not only flexible, fun and interactive, but also traceable, reproducible, and computationally efficient. Main Features Interactivity Creating interactive graphics is as simple as calling standard Matplotlib graphics functions with arguments that represent your parameter valu","default_branch":null,"files":null,"tree":[],"storefront":"/r/Technion-Kishony-lab","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Technion-Kishony-lab/quibbler/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}