******** Examples ******** ======================== Exploring Image Datasets ======================== `Run the example Jupyter notebook here. `_ Canvas has a set of widgets that use preprocessing to analyze large ML datasets. In this example, we look at the `CIFAR-10 `_ image classification dataset and use `DeepView `_ and `Canvas `_ to generate an interactive dataset report. The example contains a precomptued analysis and demonstrates a handful of Canvas widgets: * `Summary `__: A summary of the datset with distribution charts for each column in the dataset. * `List `__ : An browsable interface to explore the datset instances. * `Scatterplot `__: An interactive embedding visualization to help with cluster identification. * `DataMap `__: A map visualization to help with cluster identification. * `Duplicates `__: A map visualization to identify potential duplicates. * `Familiarity `__: A map visualization to analyze familiarity of the datasets. =============== Widget Examples =============== Each widget contains an example. Check out each in the :doc:`components`.