Issues

• compute_standardization_stats writes a wrong or NaN std when a variable's mean is large compared to its std

  mllam/neural-lam#758 · Filter by author RudraDudhat2509 opened on Sep 25, 2026

• Invalid output_clamping limits are validated with an assert

  mllam/neural-lam#756 · Filter by author RudraDudhat2509 opened on Sep 21, 2026

• compute_standardization_stats.py --distributed silently corrupts saved stats via positional depadding after gather

  mllam/neural-lam#749 · Filter by author nikhil3495 opened on Sep 12, 2026

• [Bug] Spatial loss map titles and saved PDFs mislabeled in on_test_epoch_end when val_steps_to_log contains out-of-range steps

  bug
  mllam/neural-lam#747 · Filter by author GiGiKoneti opened on Sep 11, 2026
  3

  

• [Feature Request] Separate processor_layers for fine- and coarse-grained layers in hi_lam

  question
  mllam/neural-lam#744 · Filter by author jamesYu84 opened on Sep 8, 2026
  1

• Add bias (mean signed error) metric

  mllam/neural-lam#736 · Filter by author AshNicolus opened on Aug 25, 2026

• WeatherDataset.__len__ undercounts samples by num_future_forcing_steps when a datastore has no forcing

  mllam/neural-lam#734 · Filter by author AshNicolus opened on Aug 25, 2026

• MDPDatastore raises KeyError for category="static" when no static data is present

  mllam/neural-lam#732 · Filter by author AshNicolus opened on Aug 25, 2026

• [Bug] Silent node feature corruption and RuntimeError in InteractionNet when trailing receiver nodes have no incoming edges

  mllam/neural-lam#729 · Filter by author GiGiKoneti opened on Aug 23, 2026
  3

• MDPDatastore.boundary_mask marks the entire domain as boundary when n_boundary_points=0

  mllam/neural-lam#727 · Filter by author AshNicolus opened on Aug 22, 2026

• Standardized Model Evaluation & Benchmark Suite on DANRA

  mllam/neural-lam#721 · Filter by author GiGiKoneti opened on Aug 17, 2026

• Keeping uv.lock, GitHub Actions and pre-commit hooks up to date

  mllam/neural-lam#717 · Filter by author observingClouds opened on Aug 10, 2026
  

• Communicating what mesh static features physically are (graph storage spec v0.2.0)

  mllam/neural-lam#714 · Filter by author prajwal-tech07 opened on Jul 25, 2026

• Author notebooks as jupytext-paired py:percent sources instead of committing raw .ipynb

  cicddocumentationgood first issuehelp wanted
  mllam/neural-lam#708 · Filter by author sadamov opened on Jul 16, 2026
  9

• Add a high-level Python API so notebooks and scripts don't have to shell out to the CLI

  enhancement
  mllam/neural-lam#707 · Filter by author sadamov opened on Jul 16, 2026
  4

  

• Dead code: load_forecaster_module_from_checkpoint is defined but never called

  maintenance
  mllam/neural-lam#703 · Filter by author aliviahossain opened on Jul 14, 2026
  2

  

• Bug: Offset Mismatch in zero_index_m2g / zero_index_g2m when last grid node is unconnected

  mllam/neural-lam#699 · Filter by author GiGiKoneti opened on Jul 3, 2026
  3

• RFC: a general probabilistic forecasting interface

  discussionenhancement
  mllam/neural-lam#685 · Filter by author Sir-Sloth-The-Lazy opened on Jun 26, 2026
  3

  

• Add a diagnostic data category (output-only)

  enhancement
  mllam/neural-lam#684 · Filter by author sadamov opened on Jun 25, 2026
  4

  

• Add baseline persistence model forecaster

  mllam/neural-lam#676 · Filter by author GiGiKoneti opened on Jun 19, 2026
  

• [RFC]: Configuration Architecture - Requirements for Explicit APIs and Checkpoint Stability

  mllam/neural-lam#672 · Filter by author varma1221 opened on Jun 17, 2026
  1

• Expose mesh layout selection in the create_graph_with_wmg CLI

  enhancement
  mllam/neural-lam#661 · Filter by author prajwal-tech07 opened on Jun 16, 2026
  4

  

• Feature Request: Add a Graph Neural Operator Predictor

  mllam/neural-lam#658 · Filter by author Milan933-coder opened on Jun 13, 2026
  6

• Add markdown link check + PR template doc-update reminder to keep CONTRIBUTING/AGENTS from rotting

  cicdgood first issuemaintenance
  mllam/neural-lam#654 · Filter by author sadamov opened on Jun 8, 2026
  6

  

• Unify internal metrics_watch and var_leads_metrics_watch coupling

  good first issuemaintenance
  mllam/neural-lam#653 · Filter by author varma1221 opened on Jun 8, 2026
  5