Examples

Practical examples for using Auto-PyTorch.

Basic Tabular Dataset Examples

Basic examples for using Auto-PyTorch on tabular datasets

Tabular Regression

Tabular Regression

Image Classification

Image Classification

Tabular Classification

Tabular Classification

Time Series Forecasting

Time Series Forecasting

Advanced Tabular Dataset Examples

Advanced examples for using Auto-PyTorch on tabular datasets.

Tabular Classification with Greedy Portfolio

Tabular Classification with Greedy Portfolio

Plot the Performance over Time

Plot the Performance over Time

Tabular Classification with user passed feature types

Tabular Classification with user passed feature types

Tabular Classification with n parallel jobs

Tabular Classification with n parallel jobs

Fit a single configuration

Fit a single configuration

Tabular Classification with Custom Configuration Space

Tabular Classification with Custom Configuration Space

Tabular Classification with different resampling strategy

Tabular Classification with different resampling strategy

Visualizing the Results

Visualizing the Results