hookeai.model_architectures.procedures.model_prediction

Procedures associated to model prediction.

Functions

make_predictions_subdir

Create model predictions subdirectory.

save_sample_predictions

Save model prediction results for given sample.

load_sample_predictions

Load model prediction results for given sample.

write_prediction_summary_file

Write summary data file for model prediction process.

plot_time_series_prediction

Plot time series predictions.

plot_truth_vs_prediction

Plot ground-truth versus predictions.

Functions

load_sample_predictions(sample_prediction_path)	Load model prediction results for given sample.
make_directory(directory[, is_overwrite])	Create a directory.
make_predictions_subdir(predict_directory)	Create model predictions subdirectory.
plot_time_series_prediction(prediction_sets)	Plot time series predictions.
plot_truth_vs_prediction(prediction_sets[, ...])	Plot ground-truth versus predictions.
plot_xny_data(data_xy_list[, range_type, ...])	Plot data in xy axes with given range of y-values for each x-value.
plot_xy_data(data_xy[, data_labels, ...])	Plot data in xy axes.
save_figure(figure, filename[, height, ...])	Save Matplotlib figure.
save_sample_predictions(predictions_dir, ...)	Save model prediction results for given sample.
scatter_xy_data(data_xy[, data_labels, ...])	Scatter data in xy axes.
write_prediction_summary_file(...)	Write summary data file for model prediction process.
write_summary_file(summary_directory[, ...])	Write summary data file with provided keyword-based parameters.