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ravinkohli opened this issue Feb 9, 2021 · 1 comment · Fixed by #378
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Include FastICA? #87

ravinkohli opened this issue Feb 9, 2021 · 1 comment · Fixed by #378
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enhancement New feature or request

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@ravinkohli
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In the old implementation of autopytorch, there is fast ICA as a feature preprocessor. However, due to a bug in scikit learn's implementation causes numerical instability and there crashes.

Also, fast ica is not a typical dimensionality reduction.

Therefore, we should analyse if it makes sense to add fast ICA component to the new version
@ravinkohli ravinkohli added the enhancement New feature or request label Feb 19, 2021
@ravinkohli
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resolved with #378

@ravinkohli ravinkohli linked a pull request Feb 10, 2022 that will close this issue
[ADD] feature preprocessors from autosklearn #378
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[ADD] feature preprocessors from autosklearn ravinkohli/Auto-PyTorch
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