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A task interface for Jupyter notebooks built on machine learning and big data

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joelpires/praxxis

 
 

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A Command Line Notebook Task Interface
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About The Project

praxxis is a task interface built on big data and machine learning. Using your own storage pool to collect data on your habits when running notebooks, praxxis will learn about the problems you are solving, correlate that with the problems everyone else is solving, and predict the next notebook you should run without interrupting your workflow. It is a tool based on a collaborative paradigm of problem solving, allowing every person to leverage everyone's knowledge to come to a solution more quickly.

Using praxxis, any command can be run, documented, and reproduced using executable code cells in jupyter notebooks, allowing even the least technical user to jump in right where you left off.

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