Related Issues (20)
- Include more useful information in saved model files
- About Prediction task HOT 6
- Update templates
- Multitask models should be across tasks
- Added the label `keep` in `exempt-issue-labels` but issues/PRs still get tagged as stale
- Test with Python 3.11 and support running PyPOTS with it
- Segmentation fault (core dumped) HOT 2
- Adding TimesNet as an imputation model HOT 2
- CSDI `gt_mask` is wrong in PyPOTS implementation
- CSDI returns imputation averaged over sampling times
- Need a func to calc CRPS for evaluating imputation from probabilistic models like CSDI
- Change the metric of CSDI validation stage back to the same as the original
- Possible to implement CSDI as a forecasting model for POTS data HOT 7
- Current non-stationary normalization may result in NaN values
- Make the framework using a consistent strategy when lazy-loading val_set
- Simplify the structure of `val_set`
- The name of `X_intact` may be confusing
- GP-VAE should return multiple sampling results
- Infinite loop in LOCF when whole feature missing
- Bug in MRNN, the model should iterate on each feature HOT 1
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