EpistasisLab / EpistasisLab/tpot
Look into adding non-linear dimensionality reduction preprocessors
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Description
Most of the feature preprocessors that we use are based on linear methods. We should look into adding non-linear dimensionality reduction preprocessors, such as:
- http://scikit-learn.org/stable/modules/generated/sklearn.decomposition.KernelPCA.html
- http://scikit-learn.org/stable/modules/generated/sklearn.manifold.Isomap.html#sklearn.manifold.Isomap
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