Important
Demo projects will show some of the capabilities of RAI.
- Run the demos by using.
``python demo_filename`` for instance| FileName | Description |
|---|---|
| demos> python .adult_demo_grid_search.py | This demo uses the Adults dataset (https://archive.ics.uci.edu/ml/datasets/adult) to show how RAI can be used in model selection. |
| demos> python .image_class_analysis.py | This demo uses Cifar10 dataset and shows how RAI can be used to evaluate image classification tasks. |
| demos> python .adult_demo_custom_metrics.py | This demo shows how RAI can be used to create dynamic custom metrics to evaluate your model and display them on the dashboard. |
| demos> python .image_class_training.py | This demo uses Cifar10 dataset and shows how RAI can be used monitor image processing tasks during training. |
| demos> python .tabular_class_console.py | This demo shows how RAI can be used without the dashboard to calculate and report on the metrics for a machine learning task. |
| demos> python .text.py | This demo show how RAI and its dashboard can be used for evaluating the natural language modeling tasks. |
| demos> python .text_output.py | This demo show how RAI and its dashboard can be used for evaluating the natural language modeling tasks. |