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

Status: Open.

#749 In mllam/neural-lam;

· 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

Status: Open.

#747 In mllam/neural-lam;

· GiGiKoneti opened on Sep 11, 2026

step=0 or negative in --val_steps_to_log / --train_steps_to_log / --var_leads_metrics_watch silently logs the wrong step's loss

Status: Open.

#745 In mllam/neural-lam;

· RudraDudhat2509 opened on Sep 9, 2026

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

questionFurther information is requestedFurther information is requested

Status: Open.

#744 In mllam/neural-lam;

· jamesYu84 opened on Sep 8, 2026

plot_error_heatmap lead-time axis label shows a wrong unit for sub-hourly or indivisible step lengths

Status: Open.

#742 In mllam/neural-lam;

· nikhil3495 opened on Sep 4, 2026

Add bias (mean signed error) metric

Status: Open.

#736 In mllam/neural-lam;

· AshNicolus opened on Aug 25, 2026

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

Status: Open.

#734 In mllam/neural-lam;

· AshNicolus opened on Aug 25, 2026

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

Status: Open.

#732 In mllam/neural-lam;

· AshNicolus opened on Aug 25, 2026

StepPredictor.forward docstring formula has argument order backwards

Status: Open.

#730 In mllam/neural-lam;

· AshNicolus opened on Aug 23, 2026

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

Status: Open.

#729 In mllam/neural-lam;

· GiGiKoneti opened on Aug 23, 2026

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

Status: Open.

#727 In mllam/neural-lam;

· AshNicolus opened on Aug 22, 2026

Standardized Model Evaluation & Benchmark Suite on DANRA

Status: Open.

#721 In mllam/neural-lam;

· GiGiKoneti opened on Aug 17, 2026