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fix torch covariates support tables in user guide (#2172)
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dennisbader authored Jan 19, 2024
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Expand Up @@ -95,27 +95,27 @@ Under the hood, Darts has 5 types of `{X}CovariatesModel` classes implemented to

| Class | past covariates | future past covariates | future covariates | historic future covariates |
|-------------------------|:---------------:|:----------------------:|:-----------------:|:--------------------------:|
| `PastCovariatesModel` | | | | |
| `FutureCovariatesModel` | | | | |
| `DualCovariatesModel` | | | | |
| `MixedCovariatesModel` | | | | |
| `SplitCovariatesModel` | | | | |
| `PastCovariatesModel` | | | | |
| `FutureCovariatesModel` | | | | |
| `DualCovariatesModel` | | | | |
| `SplitCovariatesModel` | | | | |
| `MixedCovariatesModel` | | | | |

**Table 1: Darts' "{X}CovariatesModels" covariate support**

Each Torch Forecasting Model inherits from one `{X}CovariatesModel` (covariate class names are abbreviated by the `X`-part):

| TFM | `Past` | `Future` | `Dual` | `Mixed` | `Split` |
| TFM | `Past` | `Future` | `Dual` | `Split` | `Mixed` |
|--------------------|:------:|:--------:|:------:|:-------:|:-------:|
| `RNNModel` | | | | | |
| `BlockRNNModel` | | | | | |
| `NBEATSModel` | | | | | |
| `TCNModel` | | | | | |
| `TransformerModel` | | | | | |
| `TFTModel` | | | | | |
| `NLinearModel` | | | | | |
| `DLinearModel` | | | | | |
| `TiDEModel` | | | | | |
| `RNNModel` | | | | | |
| `BlockRNNModel` | | | | | |
| `NBEATSModel` | | | | | |
| `TCNModel` | | | | | |
| `TransformerModel` | | | | | |
| `TFTModel` | | | | | |
| `NLinearModel` | | | | | |
| `DLinearModel` | | | | | |
| `TiDEModel` | | | | | |

**Table 2: Darts' Torch Forecasting Model covariate support**

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