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Add quick examples for each model on available tasks

completedThe issue has been completedThe issue has been completed

enhancementNew feature or requestNew feature or request

Status: Open.

#857 In WenjieDu/PyPOTS;

· WenjieDu opened on May 5, 2026

Replace black and flake8 with Ruff

completedThe issue has been completedThe issue has been completed

refactoring

Status: Open.

#853 In WenjieDu/PyPOTS;

· WenjieDu opened on May 4, 2026

Add HELIX (ICML 2026 spotlight)

completedThe issue has been completedThe issue has been completed

enhancementNew feature or requestNew feature or request

new algoProposing to add a new model/algorithmProposing to add a new model/algorithm

Status: Open.

#849 In WenjieDu/PyPOTS;

· WenjieDu opened on May 2, 2026

Security: BaseModel.load uses torch.load without weights_only, enabling RCE on torch<2.6

completedThe issue has been completedThe issue has been completed

enhancementNew feature or requestNew feature or request

Status: Open.

#836 In WenjieDu/PyPOTS;

· shaun0927 opened on Apr 17, 2026

Add docs for PyPOTS developers

documentationImprovements or additions to documentationImprovements or additions to documentation

Status: Open.

#826 In WenjieDu/PyPOTS;

· WenjieDu opened on Apr 10, 2026

Add DCdetector

enhancementNew feature or requestNew feature or request

keepKeep this issue away from being stale.Keep this issue away from being stale.

new algoProposing to add a new model/algorithmProposing to add a new model/algorithm

Status: Open.

#812 In WenjieDu/PyPOTS;

· WenjieDu opened on Mar 6, 2026

Update the supported Python Versions

keepKeep this issue away from being stale.Keep this issue away from being stale.

questionFurther information is requestedFurther information is requested

Status: Open.

#787 In WenjieDu/PyPOTS;

· eroell opened on Oct 20, 2025

Discussion on "normalizing first" V.S. "masking first"

discussion

keepKeep this issue away from being stale.Keep this issue away from being stale.

Status: Open.

#755 In WenjieDu/PyPOTS;

· strongerux opened on Jul 1, 2025

GPT4TS fails on time series imputation

discussion

keepKeep this issue away from being stale.Keep this issue away from being stale.

Status: Open.

#710 In WenjieDu/PyPOTS;

· zltututu opened on Apr 5, 2025

Enable metrics being computed even with NaN targets through the usage of masks

enhancementNew feature or requestNew feature or request

keepKeep this issue away from being stale.Keep this issue away from being stale.

new featureProposing to add a new featureProposing to add a new feature

Status: Open.

#708 In WenjieDu/PyPOTS;

· giacomoguiduzzi opened on Apr 4, 2025

Add augmentation package to include time series data-augmentation algorithms

enhancementNew feature or requestNew feature or request

keepKeep this issue away from being stale.Keep this issue away from being stale.

new featureProposing to add a new featureProposing to add a new feature

Status: Open.

#699 In WenjieDu/PyPOTS;

· WenjieDu opened on Mar 31, 2025

Run big models with DDP/FSDP instead of torch.nn.DataParallel

discussion

enhancementNew feature or requestNew feature or request

help wantedExtra attention is neededExtra attention is needed

keepKeep this issue away from being stale.Keep this issue away from being stale.

new featureProposing to add a new featureProposing to add a new feature

Status: Open.

#683 In WenjieDu/PyPOTS;

· WenjieDu opened on Mar 26, 2025