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StatMixedML authored Aug 25, 2023
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## `Features`
:white_check_mark: Estimation of all distributional parameters. <br/>
:white_check_mark: Multi-target regression allows modelling of multivariate responses and their dependencies. <br/>
:white_check_mark: Normalizing Flows allow modelling of complex and multi-modal distributions. <br/>
:white_check_mark: Mixture-Densities can model a diverse range of data characteristics. <br/>
:white_check_mark: Multi-target regression allows modelling of multivariate responses and their dependencies. <br/>
:white_check_mark: Zero-Adjusted and Zero-Inflated Distributions for modelling excess of zeros in the data. <br/>
:white_check_mark: Automatic derivation of Gradients and Hessian of all distributional parameters using [PyTorch](https://pytorch.org/docs/stable/autograd.html). <br/>
:white_check_mark: Automated hyper-parameter search, including pruning, is done via [Optuna](https://optuna.org/). <br/>
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:white_check_mark: XGBoostLSS is available in Python. <br/>

## `News`
:boom: [2023-08-25] Release of v0.4.0 introduces Normalizing Flows. See the [release notes](https://github.com/StatMixedML/XGBoostLSS/releases) for an overview. <br/>
:boom: [2023-07-19] Release of v0.3.0 introduces Normalizing Flows. See the [release notes](https://github.com/StatMixedML/XGBoostLSS/releases) for an overview. <br/>
:boom: [2023-06-22] Release of v0.2.2. See the [release notes](https://github.com/StatMixedML/XGBoostLSS/releases) for an overview. <br/>
:boom: [2023-06-21] XGBoostLSS now supports multi-target regression. <br/>
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