mllam/neural-lam

Issues

• Modifying `WeatherDataset.__getitem__` to return timestamps

  #64 opened a month ago
  2

• Merge global forecasting capabilities from `prob_model_global`

  #63 opened a month ago
  0

• Merge Graph-EFM model from `prob_model_lam` branch

  #62 opened a month ago
  0

• Structured documentation for Neural-LAM

  #61 opened a month ago
  2

• Regression tests for model outputs

  #59 opened 2 months ago
  0

• Designing a `Datastore` class (for handling different storage backends for datasets)

  #58 opened 2 months ago
  2

• Refactor model class hierarchy

  #49 opened 2 months ago
  3

• Handling checkpoint-breaking changes

  #48 opened 2 months ago
  2

• Grid Dimension Ordering

  #46 opened 2 months ago
  6

• Roadmap

  #36 opened a month ago
  8

• Idea for how to define neural-networks operating on graph

  #35 opened 2 months ago
  4

• Creation of Static and Forcing Fields

  #34 opened 2 months ago
  9

• Use logging module instead of print statements

  #33 opened 2 months ago
  2

• Add test for MEPS data example

  #30 opened 2 months ago
  0

• Normalize Data on GPU

  #25 opened 3 months ago
  2

• Pytorch Dataset Class that Reads From Zarr Archive

  #24 opened 3 months ago
  1

• Replace constants.py with data + region specification from yaml-file

  #23 opened 2 months ago
  11

• Feature Request: Enhance Visualization Plots with Map Features

  #21 opened 3 months ago
  1

• Feature Request: Generate GIFs from PNG Images for Each Variable and Level

  #20 opened 3 months ago
  1

• Feature Request: Add Functionality to Apply Constraints to Predictions

  #19 opened 3 months ago
  1

• Tracking of Input Channel Indices <-> Variable Name and Level

  #18 opened 3 months ago
  1

• Generate a flow direction map

  #14 opened 3 months ago
  0

• How could we add precipitation forecast in your neural-lam?

  #12 opened 5 months ago
  4

• Mesh Node Update: Paper vs. Code

  #11 opened 5 months ago
  2

• Keeping a changelog and versioning

  #7 opened 2 months ago
  5

• wandb not initialized in train_model.py

  #5 opened 9 months ago
  5

• Adapt graph generation script to general limited areas

  #4 opened 9 months ago
  6

• Variable names and weights as part of static dataset files

  #3 opened 3 months ago
  1

• Area definition as part of static dataset files

  #2 opened 3 months ago
  1

• Multi-GPU training

  #1 opened 9 months ago
  1