jasminerienecker

Issue-409 Add support for datasets that can't fit in memory

4

As described in this issue: https://github.com/Nixtla/neuralforecast/issues/409 We assume the dataset is split across multiple parquet files - each parquet file corresponds to a single timeseries which is represented as a...

add option to remove windows with poor data quality

8

This review adds the parameters data_availability_threshold (defaults to 0.0 to maintain currently functionality) to all models that inherit the BaseWindows class. This parameters allows us to discard windows where the...

[FEAT] enable setting gpu optimization variables

4

This is to allow adjusting the torch pin_memory and prefetch_factor variables to optimize gpu usage. Note: by adjusting these variables I am now able to increase GPU usage to 95%...