LWPR
Locally Weighted Projection Regression (LWPR)
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[2] Stefan Klanke, Sethu Vijayakumar and Stefan Schaal, A Library for Locally Weighted Projection Regression, Journal of Machine Learning Research (JMLR), vol. 9, pp. 623--626 (2008).
More details and usage guidelines on the code website.