Seamless is a framework to set up computations (and visualizations) that respond to changes in cells. Cells contain the input data as well as the source code of the computations, and all cells can be edited interactively. There is no temporal separation between developing algorithms, connecting algorithms into a protocol, defining protocol data, and running the protocol: all can happen simultaneously.

The main application domains are scientific protocols, data visualization, and live code development (scientific algorithms).

Installation: pip install seamless-framework

Requirements: Python 3.5+, IPython, numpy, cson, websockets, requests, wurlitzer, aiohttp, aiohttp_cors

NOTE: Seamless runs very well with Jupyter, but requires tornado-4.5.3, not tornado 5.1! NOTE: Seamless requires IPython 6, not IPython 7!

Recommended: scipy, pandas, cython, PyQt5 (including QWebEngine)