ZDNet: Data meets science: Open access, code, datasets, and knowledge graphs for machine learning research and beyond
Data meets science: Open access, code, datasets, and knowledge graphs for machine learning research and beyond
Graph theory isn’t enough. The mathematical language for talking about connections, which usually depends on networks—vertices (dots) and edges (lines connecting them)—has been an invaluable way to ...
Science and data are interwoven in many ways. The scientific method has lent a good part of its overall approach and practices to data-driven analytics, software development, and data science. Now ...
ZDNet: From data to knowledge and AI via graphs: Technology to support a knowledge-based economy
From data to knowledge and AI via graphs: Technology to support a knowledge-based economy
Graph theory isn’t enough. The mathematical language for talking about connections, which usually depends on networks — vertices (dots) and edges (lines connecting them) — has been an invaluable way ...
The meaning of THEORY is a scientifically acceptable or plausible general principle or body of principles based on data and offered to explain phenomena. How to use theory in a sentence.
In science, an explanation or model that covers a substantial group of occurrences in nature and has been confirmed by a substantial number of experiments and observations. A theory is more general and better verified than a hypothesis. (See Big Bang theory, evolution, and relativity.)
The pyunicorn links to other packages and software Easy exchange with standard Python packages: numpy, scipy, scikit-learn, matplotlib. Exchange network data with igraph, networkx, graph-tool through various data formats. Save to and load from various standard graph formats, e.g, for visualization in CGV, Gelphi.