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FunctionEncoder
A package for learning basis functions over arbitrary function sets. This allows even high-dimensional problems to be solved via a minimal number of basis functions. This allows for zero-shot transfer within these spaces, and also a mechanism for fully informative function representation via the coefficients of the basis functions. Hilbert spaces are nifty.
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