gluonts
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awslabs
Probabilistic time series modeling in Python
*Issue #, if available:* *Description of changes:* By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice....
*Issue #, if available:* *Description of changes:* By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice....
This reverts awslabs/gluon-ts#2204 since it was pointed out by @kashif that it creates further issues.
*Issue #, if available:* *Description of changes:* **Work in progress** Joint work with Lorenzo Stella (@lostella)
*Issue #, if available:* *Description of changes:* This PR implements the missing functionality for handling hierarchical/grouped time series data and training hierarchical models correctly without data-preprocessing issues (see #1967 and...
## Description The plot of median prediction is shifted to the left by one index, while 90% and 50% prediction interval plots are correct. Potential reason is that the data...
*Issue #, if available:* *Description of changes:* Due to some outdated package versions and Jupyter kernel, some commands need to be updated. By submitting this pull request, I confirm that...
*Issue #, if available:* *Description of changes:* By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice....
Currently we only support individual parquet files through pyarrow. However, there are also partitioned datasets, which we don't support. See: https://arrow.apache.org/docs/python/generated/pyarrow.parquet.ParquetDataset.html /cc @mr-1993 @emptymalei
## Description @emptymalei , @julian-sieber and myself were investigating a potential speed-up of your Parquet data reader since we use a similar implementation in a project of ours. What we...