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The method deel.puncc.api.utils.quantile is to be updated to compute the $\boldsymbol{x}$-th quantile of a matrix-shaped input $\boldsymbol{a}$$\in \mathbb{R} ^{n \times m}$, $n$ being the number of examples and $m$ the number of attributes in the output space. The expected result is a vector $\boldsymbol{q}$$\in \mathbb{R}^m$, where the $i$-th element is the $x_i$-th quantile of the $i$-th column of $a$.
$\boldsymbol{x}$ can either be a vector $\in (0,1)^{m}$ or a scalar. In the latter case, it is duplicated $m$ times to be $\in (0,1)^{m}$.
The weights $\boldsymbol{w}$ should either be $\in (0,1)^{n \times m}$ or $\in \mathbb{R} ^{n}$. In the latter case, it is duplicate $m$ times to be $\in (0,1)^{n \times m}$.
Update NotImplementedError raised when $a$ is not unidimensional.
The implementation should ensure backwards compatibility. All previous code must run with the previously provided function signature.
Update documentation.
Add tests.
The text was updated successfully, but these errors were encountered:
The method$\boldsymbol{x}$ -th quantile of a matrix-shaped input $\boldsymbol{a}$ $\in \mathbb{R} ^{n \times m}$ , $n$ being the number of examples and $m$ the number of attributes in the output space. The expected result is a vector $\boldsymbol{q}$ $\in \mathbb{R}^m$ , where the $i$ -th element is the $x_i$ -th quantile of the $i$ -th column of $a$ .
deel.puncc.api.utils.quantile
is to be updated to compute theNotImplementedError
raised whenThe text was updated successfully, but these errors were encountered: