Machine Learning Tools
The information in ConceptNet can be used as a basis for machine learning algorithms. One representation, called AnalogySpace, uses singular value decomposition to generalize and represent patterns in the knowledge in ConceptNet, in a way that can be used in AI applications. Its creators distribute a Python machine learning toolkit called Divisi for performing machine learning based on text corpora, structured knowledge bases such as ConceptNet, and combinations of the two.
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Famous quotes containing the words machine, learning and/or tools:
“Much that is natural, to the will must yield.
Men manufacture both machine and soul,
And use what they imperfectly control
To dare a future from the taken routes.”
—Thom Gunn (b. 1929)
“Paul, thou art beside thyself; much learning doth make thee mad.”
—Bible: New Testament Acts, 26:24.
Said by Festus, the Roman Procurator.
“Man is a tool-using animal.... Without tools he is nothing, with tools he is all.”
—Thomas Carlyle (1795–1881)