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Update README.md
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StatMixedML authored Jul 19, 2023
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Expand Up @@ -56,7 +56,7 @@ XGBoostLSS currently supports the following distributions.
| [Multivariate Normal (Low-Rank)](https://pytorch.org/docs/stable/distributions.html#lowrankmultivariatenormal) | `MVN_LoRa(D, rank)` | Continuous <br /> (Multivariate) | $y_{D} \in (-\infty,\infty)$ | D(2+rank) |
| [Multivariate Student-T](https://docs.pyro.ai/en/stable/distributions.html#multivariatestudentt) | `MVT(D)` | Continuous <br /> (Multivariate) | $y_{D} \in (-\infty,\infty)$ | 1 + D(D + 3)/2 |
| [Negative Binomial](https://pytorch.org/docs/stable/distributions.html#negativebinomial) | `NegativeBinomial()` | Discrete Count <br /> (Univariate) | $y \in (0, 1, 2, 3, \ldots)$ | 2 |
| [Spline Flow](https://docs.pyro.ai/en/stable/distributions.html#pyro.distributions.transforms.Spline) | `SplineFlow()` | Continuous \& Discrete Count <br /> (Univariate) | $y \in (-\infty,\infty)$ <br /> $y \in [0, 1]$ <br /> $y \in (0, \infty)$ <br /> $y \in (0, 1, 2, 3, \ldots)$ | 2xcount_bins + (count_bins-1) (order=quadratic) <br /> 3xcount_bins + (count_bins-1) (order=linear) |
| [Spline Flow](https://docs.pyro.ai/en/stable/distributions.html#pyro.distributions.transforms.Spline) | `SplineFlow()` | Continuous \& Discrete Count <br /> (Univariate) | $y \in (-\infty,\infty)$ <br /> $y \in [0, 1]$ <br /> $y \in [0, \infty)$ <br /> $y \in (0, 1, 2, 3, \ldots)$ | 2xcount_bins + (count_bins-1) (order=quadratic) <br /> 3xcount_bins + (count_bins-1) (order=linear) |
| [Poisson](https://pytorch.org/docs/stable/distributions.html#poisson) | `Poisson()` | Discrete Count <br /> (Univariate) | $y \in (0, 1, 2, 3, \ldots)$ | 1 |
| [Student-T](https://pytorch.org/docs/stable/distributions.html#studentt) | `StudentT()` | Continuous <br /> (Univariate) | $y \in (-\infty,\infty)$ | 3 |
| [Weibull](https://pytorch.org/docs/stable/distributions.html#weibull) | `Weibull()` | Continuous <br /> (Univariate) | $y \in [0, \infty)$ | 2 |
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