# GiGL Components

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:::{grid-item-card} Config Populator

```{image} ../../_static/images/config_populator_icon.png
:target: 
:width: 100%
```

Component for processing template config files and updating with fields that are needed for downstream components. 
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[More Details](../../components/config_populator)
:::

:::{grid-item-card} Data Preprocessor

```{image} ../../_static/images/data_preprocessor_icon.png
:target: 
:width: 100%
```

Component for reading and processing node, edge, and feature data and transforming it as needed for downstream components.
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[More Details](../../components/data_preprocessor)
:::

:::{grid-item-card} Subgraph Sampler

```{image} ../../_static/images/subgraph_sampler_icon.png
:target: 
:width: 100%
```

Component that generates k-hop localized subgraphs for each node in the graph. 
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[More Details](../../components/subgraph_sampler)
:::

:::{grid-item-card} Split Generator

```{image} ../../_static/images/split_generator_icon.png
:target: 
:width: 100%
```

Component to split the data into training, validation, and test sets. 
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[More Details](../../components/split_generator)
:::

:::{grid-item-card} Trainer

```{image} ../../_static/images/trainer_icon.png
:target: 
:width: 100%
```

Component to run distributed training either locally or on the cloud.
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[More Details](../../components/trainer)
:::

:::{grid-item-card} Inferencer

```{image} ../../_static/images/inferencer_icon.png
:target: 
:width: 100%
```

Compoennt that runs inference to generate output embeddings and/or predictions
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[More Details](../../components/inferencer)
:::


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