Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Time Series Support #2382

Open
23 tasks
adamjstewart opened this issue Oct 31, 2024 · 0 comments
Open
23 tasks

Time Series Support #2382

adamjstewart opened this issue Oct 31, 2024 · 0 comments
Labels
datasets Geospatial or benchmark datasets documentation Improvements or additions to documentation good first issue A good issue for a new contributor to work on models Models and pretrained weights samplers Samplers for indexing datasets trainers PyTorch Lightning trainers transforms Data augmentation transforms utilities Utilities for working with geospatial data
Milestone
0.7.0

Comments

@adamjstewart
Copy link
Collaborator

adamjstewart commented Oct 31, 2024 •
edited
Loading

This issue is designed to track progress towards full time series support in TorchGeo. If you are interested in helping with this effort, please join the #time-series channel on Slack and attend our weekly meetings.

Datasets

  • Return time series: @sfalkena
  • Spatial-only intersection
  • Intersection/Union multiple queries: @adamjstewart
  • Change detection datasets: @keves1
  • Other time series datasets: @nickconst1999
  • Temporal splitters
  • Collation functions for padding

Samplers

Transforms

Models

Trainers

Documentation

  • Time series tutorials
  • Change detection tutorials
  • Autoregression tutorials
@adamjstewart adamjstewart added datasets Geospatial or benchmark datasets documentation Improvements or additions to documentation good first issue A good issue for a new contributor to work on models Models and pretrained weights samplers Samplers for indexing datasets trainers PyTorch Lightning trainers transforms Data augmentation transforms utilities Utilities for working with geospatial data labels Oct 31, 2024
@adamjstewart adamjstewart added this to the 0.7.0 milestone Oct 31, 2024
@adamjstewart adamjstewart pinned this issue Oct 31, 2024
@sfalkena sfalkena mentioned this issue Nov 13, 2024
Draft
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees
No one assigned
Labels
datasets Geospatial or benchmark datasets documentation Improvements or additions to documentation good first issue A good issue for a new contributor to work on models Models and pretrained weights samplers Samplers for indexing datasets trainers PyTorch Lightning trainers transforms Data augmentation transforms utilities Utilities for working with geospatial data
Projects
None yet
Milestone
0.7.0
Development

No branches or pull requests
1 participant
@adamjstewart