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Minimal Information Loss (MILS)
for Data Dimensionality Reduction
Online algorithmic reduction of data with MILS
(version 2 will cover arrays, images and networks)
v1.0
If you use this tool please cite:
H. Zenil, N.A. Kiani, A. Rueda-Toicen, A. Zea, and J. Tegnér
Data Dimension Reduction and Network Sparsification Based on Minimal Algorithmic Information Loss
arXiv:1802.05843 (https://arxiv.org/abs/1802.05843)
For exhaustive or heavy calculations please do download or use alternatives such as our R implementation.
Otherwise the bandwidth will reach its limit and other people will not longer be able to use the calculator until the next monthly period.
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