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Wish list : ILR transform from bp trees #53
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That would be super cool. The algorithm doesn't look very complex assuming
the API methods are there but we may need to implement a method to enforce
bifurcation. And i _think_ we have level order but we may not.
…On Thu, Mar 16, 2023, 10:26 Jamie Morton ***@***.***> wrote:
It would be nice if there was a function in this package that could
directly generate an ILR basis from a bp tree.
Basically, it would recoding the gneiss.balance.sparse_balance_basis
<https://github.com/biocore/gneiss/blob/master/gneiss/balances.py#L170>.
We can technically perform the ILR transform on 100K dimensions, but
reading / creating these bases becomes a bottleneck.
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$ bp placement --help Options: --method [fully-resolved|multifurcating] --help Show this message and exit. |
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It would be nice if there was a function in this package that could directly generate an ILR basis from a bp tree.
Basically, it would recoding the gneiss.balance.sparse_balance_basis. We can technically perform the ILR transform on 100K dimensions, but reading / creating these bases becomes a bottleneck. And this definitely won't scale well for more than 100K dimensions.
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