/stream-feature-selection

Implementation of unsupervised feature selection algorithm proposed by [Huang, et al. 2015]

Primary LanguageJupyter Notebook

Unsupervised Feature Selection on Data Streams

My implementation of the algorithms described in:

  • [Huang, et al. 2015]
    H. Huang, et al., "Unsupervised Feature Selection on Data Streams," Proc. of CIKM 2015, pp. 1031-1040 (Oct. 2015).

sample-usps.ipynb includes the result of experiments for the USPS handwritten dataset.