mllam/neural-lam issues and pull requests

#131 - Properly handle difference between restoring only model weights and full training state

Issue - State: open - Opened by joeloskarsson 3 days ago
Labels: enhancement

#130 - updated cicd badges with new test matrix

Pull Request - State: closed - Opened by SimonKamuk 3 days ago - 3 comments
Labels: bug

#129 - Expose `wandb.init` argument `resume` to `neural-lam.train_model`

Issue - State: open - Opened by sadamov 6 days ago
Labels: enhancement, good first issue

#128 - Enable creating graph from datastore YAML file

Pull Request - State: open - Opened by matschreiner 6 days ago

#127 - Running with ` --eval val` still runs evaluation on the test split

Issue - State: open - Opened by joeloskarsson 7 days ago
Labels: bug

#126 - use nvme store for venv on aws-gpu with pip

Pull Request - State: closed - Opened by leifdenby 7 days ago
Labels: cicd

#125 - Not possible to create graph/train with only `state`

Issue - State: open - Opened by ealerskans 7 days ago - 2 comments
Labels: enhancement

#124 - add detect_anomaly in test_training.py

Pull Request - State: closed - Opened by SimonKamuk 8 days ago - 1 comment
Labels: cicd

#123 - Fix nans in gradient from inverse softplus

Pull Request - State: closed - Opened by SimonKamuk 8 days ago - 2 comments
Labels: bug

#122 - Standardize state diff stats in mdp datastore. Change variable name.

Pull Request - State: closed - Opened by SimonKamuk 9 days ago - 3 comments
Labels: bug

#121 - MEPS config yaml missing from datastore_examples directory

Issue - State: open - Opened by sadamov 9 days ago - 5 comments
Labels: bug, documentation, good first issue

#120 - Default values for `val_steps_to_log` and `ar_steps_eval` don't match

Issue - State: open - Opened by sadamov 9 days ago - 3 comments
Labels: bug, good first issue

#120 - Default values for `val_steps_to_log` and `ar_steps_eval` don't match

Issue - State: open - Opened by sadamov 9 days ago - 2 comments
Labels: bug, good first issue

#119 - Clamping introduces `nan` if `ar_steps_train > 1`

Issue - State: closed - Opened by sadamov 9 days ago - 8 comments
Labels: bug, help wanted

#118 - Dynamic versioning

Pull Request - State: closed - Opened by observingClouds 10 days ago - 4 comments

#117 - [WIP] Remove datastore arg from models since it is already in the config file

Pull Request - State: open - Opened by matschreiner 12 days ago

#116 - add missing changelog and info for new test dataset

Pull Request - State: closed - Opened by leifdenby 13 days ago

#116 - add missing changelog and info for new test dataset

Pull Request - State: closed - Opened by leifdenby 13 days ago

#115 - Fix how torch version is derived in ci/cd and clean up github actions

Pull Request - State: closed - Opened by leifdenby 15 days ago - 1 comment
Labels: bug

#114 - failing ci/cd due to incorrect torch versions pinned in github actions config

Issue - State: open - Opened by leifdenby 15 days ago - 1 comment
Labels: bug, cicd

#114 - failing ci/cd due to incorrect torch versions pinned in github actions config

Issue - State: closed - Opened by leifdenby 15 days ago - 2 comments
Labels: bug, cicd

#113 - Feature: mypy testing

Pull Request - State: open - Opened by observingClouds 15 days ago
Labels: cicd

#112 - Wrong scaling of 1-step diff_std, should be standardized

Issue - State: closed - Opened by joeloskarsson 15 days ago - 6 comments
Labels: bug, help wanted

#111 - Fix botocore exception import for mlflow logger

Pull Request - State: closed - Opened by observingClouds 19 days ago - 1 comment
Labels: bug

#110 - Update test data to smaller and consistent domains in space and time

Pull Request - State: closed - Opened by leifdenby 22 days ago - 1 comment

#109 - add failed first to pytest

Pull Request - State: closed - Opened by matschreiner 23 days ago

#108 - Plotting Boundaries in `train_model.py --eval` not just interior

Issue - State: open - Opened by sadamov 23 days ago
Labels: enhancement, help wanted

#107 - Add Learning Rate Scheduler to neurallamConfig

Pull Request - State: open - Opened by matschreiner 24 days ago - 7 comments

#106 - Fix type error when calling `create_dataarray_from_tensor`

Pull Request - State: closed - Opened by observingClouds 24 days ago - 8 comments

#105 - `--load` argument should be required when in evaluation mode

Issue - State: open - Opened by observingClouds 25 days ago - 3 comments
Labels: enhancement

#104 - Add writing to zarr dataset for eval-mode of trained models

Pull Request - State: open - Opened by leifdenby 26 days ago - 7 comments
Labels: enhancement

#103 - Add multi-node-training

Pull Request - State: closed - Opened by SimonKamuk 28 days ago - 6 comments

#102 - Add link to full MEPS dataset

Pull Request - State: open - Opened by joeloskarsson about 1 month ago - 1 comment

#101 - Updated README.md file

Pull Request - State: open - Opened by Moiz101-ch about 1 month ago - 2 comments

#100 - Improving testing performance

Issue - State: closed - Opened by observingClouds about 1 month ago - 2 comments

#99 - Fix ManualStateFeatureWeighting kwarg in config.yaml in readme

Pull Request - State: closed - Opened by j6k4m8 about 1 month ago - 1 comment

#98 - prepare v0.3.0 release

Pull Request - State: closed - Opened by leifdenby about 1 month ago - 3 comments

#97 - Learning rate scheduler

Issue - State: open - Opened by joeloskarsson 2 months ago - 1 comment

#97 - Learning rate scheduler

Issue - State: open - Opened by joeloskarsson 2 months ago - 1 comment

#96 - Implement standardization of static features

Pull Request - State: closed - Opened by joeloskarsson 2 months ago - 3 comments

#95 - Standardize or rescale also static variables

Issue - State: closed - Opened by joeloskarsson 3 months ago

#94 - Change wandb env var to properly disable at start of testing

Pull Request - State: closed - Opened by joeloskarsson 3 months ago - 3 comments

#93 - Separate interior state and boundary forcing to only predict state

Pull Request - State: open - Opened by joeloskarsson 3 months ago - 1 comment
Labels: enhancement

#92 - Add Functionality to Apply Constraints to Predictions

Pull Request - State: closed - Opened by SimonKamuk 3 months ago - 17 comments

#91 - Fix evaluation example visualisation plots

Pull Request - State: closed - Opened by leifdenby 3 months ago - 9 comments
Labels: bug

#90 - Feat/boundary dataloader

Pull Request - State: open - Opened by sadamov 3 months ago - 2 comments
Labels: enhancement

#89 - Output predictions as zarr dataset

Issue - State: open - Opened by khintz 3 months ago - 18 comments

#88 - Feat/boundary dataloader

Pull Request - State: closed - Opened by sadamov 3 months ago

#87 - pre-trained

Issue - State: closed - Opened by zhending111 3 months ago - 5 comments

#86 - Add weights_only=True to all torch.load calls

Pull Request - State: closed - Opened by joeloskarsson 3 months ago - 1 comment

#85 - Adding some basic documents to help improve compliance with FAIR

Pull Request - State: closed - Opened by oceand1 3 months ago - 4 comments

#84 - Separate interior state and boundary forcing to only predict state

Pull Request - State: closed - Opened by joeloskarsson 4 months ago - 3 comments

#83 - Add graph creation functionality using weather-model-graphs

Issue - State: open - Opened by sadamov 4 months ago - 1 comment
Labels: documentation, enhancement, help wanted

#82 - Improve handling of existing zarr-archives in mdp datastore

Issue - State: closed - Opened by sadamov 4 months ago - 1 comment

#81 - Update version number to v0.2.0

Pull Request - State: closed - Opened by joeloskarsson 4 months ago

#80 - TODOs from Leif

Issue - State: closed - Opened by sadamov 4 months ago - 6 comments

#79 - Release version 0.2.0

Pull Request - State: closed - Opened by joeloskarsson 4 months ago - 1 comment

#78 - Add slack and new publication info to readme

Pull Request - State: closed - Opened by joeloskarsson 4 months ago
Labels: documentation

#77 - Add support for mlflow

Pull Request - State: closed - Opened by khintz 5 months ago - 11 comments

#76 - Support mlflow logger (and other loggers from pytorch-lightning)

Issue - State: closed - Opened by leifdenby 5 months ago
Labels: enhancement

#75 - Update MEPS npy example

Issue - State: closed - Opened by leifdenby 5 months ago - 5 comments
Labels: enhancement

#74 - Clarify PR template

Pull Request - State: closed - Opened by joeloskarsson 6 months ago
Labels: documentation

#73 - Asking new contributors to assign reviewers, which is not possible

Issue - State: closed - Opened by joeloskarsson 6 months ago - 1 comment
Labels: question

#72 - Argument Parser updated to use action="store_true" instead of 0/1 for boolean arguments.

Pull Request - State: closed - Opened by ErikLarssonDev 6 months ago - 1 comment

#72 - Argument Parser updated to use action="store_true" instead of 0/1 for boolean arguments.

Pull Request - State: closed - Opened by ErikLarssonDev 6 months ago - 1 comment

#71 - add package build and upload to pypi for releases into ci/cd setup

Pull Request - State: open - Opened by leifdenby 6 months ago - 2 comments

#70 - Implement Model Sharding

Issue - State: open - Opened by sadamov 6 months ago - 1 comment
Labels: enhancement

#70 - Implement Model Sharding

Issue - State: open - Opened by sadamov 6 months ago
Labels: enhancement

#69 - Hello World Example

Issue - State: open - Opened by sadamov 6 months ago - 1 comment
Labels: documentation

#69 - Hello World Example

Issue - State: open - Opened by sadamov 6 months ago - 1 comment
Labels: documentation

#68 - Cap numpy version to less than 2.0.0

Pull Request - State: closed - Opened by joeloskarsson 7 months ago
Labels: bug

#67 - Numpy 2 compatability

Issue - State: closed - Opened by joeloskarsson 7 months ago - 4 comments
Labels: bug, enhancement

#66 - Add "datastores" to represent input data from zarr, npy, etc

Pull Request - State: closed - Opened by leifdenby 7 months ago - 35 comments

#65 - Introduce graph classes for graph-based models

Pull Request - State: open - Opened by joeloskarsson 8 months ago
Labels: enhancement

#64 - Modifying `WeatherDataset.getitem` to return timestamps

Issue - State: closed - Opened by leifdenby 8 months ago - 2 comments
Labels: discussion

#63 - Merge global forecasting capabilities from `prob_model_global`

Issue - State: open - Opened by joeloskarsson 8 months ago
Labels: enhancement

#62 - Merge Graph-EFM model from `prob_model_lam` branch

Issue - State: open - Opened by joeloskarsson 8 months ago
Labels: enhancement

#61 - Structured documentation for Neural-LAM

Issue - State: open - Opened by joeloskarsson 8 months ago - 2 comments
Labels: documentation, enhancement

#60 - Feature dataset yaml

Pull Request - State: closed - Opened by sadamov 8 months ago

#59 - Regression tests for model outputs

Issue - State: open - Opened by joeloskarsson 8 months ago
Labels: enhancement

#58 - Designing a `Datastore` class (for handling different storage backends for datasets)

Issue - State: closed - Opened by leifdenby 8 months ago - 2 comments

#57 - Contributions to #34

Pull Request - State: closed - Opened by TomasLandelius 9 months ago - 1 comment

#56 - Added entry for PR #22 (previously forgotten)

Pull Request - State: closed - Opened by sadamov 9 months ago - 1 comment
Labels: documentation

#55 - Run ci/cd tests on push to main

Pull Request - State: closed - Opened by SimonKamuk 9 months ago

#54 - Multiple Zarr to Rule them All

Pull Request - State: closed - Opened by sadamov 9 months ago - 6 comments
Labels: enhancement, help wanted

#53 - Add draft github pull-request template

Pull Request - State: closed - Opened by leifdenby 9 months ago - 7 comments

#52 - Fix swapped x and y dimensions in comments and variable names for MEPS data

Pull Request - State: closed - Opened by joeloskarsson 9 months ago - 2 comments

#51 - [WIP]: Add cirun to github actions to enable gpu instance

Pull Request - State: closed - Opened by khintz 9 months ago - 1 comment

#50 - dummy change

Pull Request - State: closed - Opened by khintz 9 months ago

#49 - Refactor model class hierarchy

Issue - State: open - Opened by joeloskarsson 9 months ago - 3 comments
Labels: enhancement, discussion

#48 - Handling checkpoint-breaking changes

Issue - State: open - Opened by joeloskarsson 9 months ago - 3 comments
Labels: discussion

#47 - Change copyright notice to specify all contributors

Pull Request - State: closed - Opened by joeloskarsson 9 months ago - 1 comment

#46 - Grid Dimension Ordering

Issue - State: closed - Opened by bet20ICL 9 months ago - 6 comments
Labels: documentation

#45 - Inference step

Pull Request - State: open - Opened by clechartre 9 months ago