# MNIST Hand-written Digit Classification

This API example is based on [Ludwig's MNIST Hand-written Digit image classification example](https://ludwig-ai.github.io/ludwig-docs/examples/#image-classification-mnist).

### Examples

| File                               | Description                                                                                                                |
| ---------------------------------- | -------------------------------------------------------------------------------------------------------------------------- |
| simple_model_training.py           | Demonstrates using Ludwig api for training a model.                                                                        |
| advance_model_training.py          | Demonstrates a method to assess alternative model architectures.                                                           |
| assess_model_performance.py        | Assess model performance on hold-out test data set. This shows how to load a previously trained model to make predictions. |
| visualize_model_test_results.ipynb | Example for extracting training statistics and generate custom visualizations.                                             |