mllam/neural-lam issues and pull requests

#40 - Three minor bugfixes for data_config.yaml workflow

Pull Request - State: closed - Opened by sadamov 9 months ago - 7 comments
Labels: bug

#39 - 25 normalize data on gpu

Pull Request - State: open - Opened by sadamov 9 months ago - 6 comments
Labels: enhancement

#38 - Feature: add tests for meps dataset

Pull Request - State: closed - Opened by SimonKamuk 9 months ago - 8 comments

#37 - Move dependencies to pyproject toml and create ci/cd install and import test

Pull Request - State: closed - Opened by leifdenby 9 months ago - 15 comments

#36 - Roadmap

Issue - State: closed - Opened by leifdenby 9 months ago - 8 comments

#35 - Idea for how to define neural-networks operating on graph

Issue - State: open - Opened by leifdenby 9 months ago - 4 comments
Labels: discussion

#34 - Creation of Static and Forcing Fields

Issue - State: closed - Opened by sadamov 9 months ago - 10 comments
Labels: enhancement, help wanted, question

#33 - Use logging module instead of print statements

Issue - State: open - Opened by mpvginde 9 months ago - 2 comments
Labels: enhancement, discussion

#32 - Refactor codebase into a python package

Pull Request - State: closed - Opened by leifdenby 9 months ago - 13 comments

#31 - Replace constants.py with data_config.yaml

Pull Request - State: closed - Opened by sadamov 9 months ago - 5 comments
Labels: enhancement

#30 - Add test for MEPS data example

Issue - State: closed - Opened by leifdenby 9 months ago

#30 - Add test for MEPS data example

Issue - State: closed - Opened by leifdenby 9 months ago

#29 - Simplify pre-commit setup

Pull Request - State: closed - Opened by leifdenby 9 months ago - 16 comments
Labels: enhancement

#29 - Simplify pre-commit setup

Pull Request - State: closed - Opened by leifdenby 9 months ago - 16 comments
Labels: enhancement

#28 - Add changelog

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

#28 - Add changelog

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

#27 - Simplified pip env setup

Pull Request - State: closed - Opened by sadamov 10 months ago - 7 comments

#27 - Simplified pip env setup

Pull Request - State: closed - Opened by sadamov 10 months ago - 7 comments

#26 - Introduce multi-node training setup

Pull Request - State: closed - Opened by sadamov 10 months ago - 4 comments
Labels: enhancement

#25 - Normalize Data on GPU

Issue - State: open - Opened by sadamov 10 months ago - 2 comments

#25 - Normalize Data on GPU

Issue - State: open - Opened by sadamov 10 months ago - 2 comments

#24 - Pytorch Dataset Class that Reads From Zarr Archive

Issue - State: open - Opened by sadamov 10 months ago - 1 comment
Labels: enhancement

#24 - Pytorch Dataset Class that Reads From Zarr Archive

Issue - State: closed - Opened by sadamov 10 months ago - 1 comment
Labels: enhancement

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

Issue - State: closed - Opened by joeloskarsson 10 months ago - 11 comments
Labels: enhancement

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

Issue - State: closed - Opened by joeloskarsson 10 months ago - 11 comments
Labels: enhancement

#22 - Parallelize parameter weight computation using PyTorch Distributed

Pull Request - State: closed - Opened by sadamov 10 months ago - 4 comments
Labels: enhancement

#22 - Parallelize parameter weight computation using PyTorch Distributed

Pull Request - State: closed - Opened by sadamov 10 months ago - 4 comments
Labels: enhancement

#21 - Feature Request: Enhance Visualization Plots with Map Features

Issue - State: closed - Opened by sadamov 10 months ago - 2 comments
Labels: enhancement, good first issue

#21 - Feature Request: Enhance Visualization Plots with Map Features

Issue - State: closed - Opened by sadamov 10 months ago - 2 comments
Labels: enhancement, good first issue

#20 - Feature Request: Generate GIFs from PNG Images for Each Variable and Level

Issue - State: open - Opened by sadamov 10 months ago - 1 comment
Labels: enhancement, good first issue

#20 - Feature Request: Generate GIFs from PNG Images for Each Variable and Level

Issue - State: open - Opened by sadamov 10 months ago - 1 comment
Labels: enhancement, good first issue

#19 - Feature Request: Add Functionality to Apply Constraints to Predictions

Issue - State: closed - Opened by sadamov 10 months ago - 4 comments
Labels: enhancement, good first issue

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

Issue - State: closed - Opened by sadamov 10 months ago - 1 comment
Labels: enhancement

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

Issue - State: closed - Opened by sadamov 10 months ago - 1 comment
Labels: enhancement

#17 - Feature: Robust restoration of optimizer and scheduler

Pull Request - State: closed - Opened by sadamov 10 months ago - 4 comments
Labels: enhancement

#16 - Add Rank-Zero Printing and Improve Wandb Initialization

Pull Request - State: closed - Opened by sadamov 10 months ago - 6 comments
Labels: enhancement

#15 - Sync fork

Pull Request - State: closed - Opened by bet20ICL 10 months ago

#14 - Generate a flow direction map

Issue - State: closed - Opened by liufeng0612 10 months ago - 1 comment

#13 - Remove batch-static tensor from dataset class and models

Pull Request - State: closed - Opened by joeloskarsson 11 months ago - 2 comments

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

Issue - State: closed - Opened by weatherforecasterwhai 12 months ago - 4 comments

#11 - Mesh Node Update: Paper vs. Code

Issue - State: closed - Opened by bet20ICL 12 months ago - 2 comments

#10 - Re-define RMSE metric to take sqrt after sample averaging

Pull Request - State: closed - Opened by joeloskarsson almost 1 year ago - 2 comments

#9 - Add mermaidjs based code diagram

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

#8 - Fix github pre-commit action using incomplete python env

Pull Request - State: closed - Opened by joeloskarsson about 1 year ago

#7 - Keeping a changelog and versioning

Issue - State: closed - Opened by leifdenby about 1 year ago - 5 comments

#6 - pre-commit for linting and formatting

Pull Request - State: closed - Opened by sadamov about 1 year ago - 6 comments

#5 - wandb not initialized in train_model.py

Issue - State: closed - Opened by mpvginde over 1 year ago - 5 comments
Labels: bug

#4 - Adapt graph generation script to general limited areas

Issue - State: open - Opened by joeloskarsson over 1 year ago - 6 comments
Labels: enhancement

#3 - Variable names and weights as part of static dataset files

Issue - State: closed - Opened by joeloskarsson over 1 year ago - 1 comment
Labels: enhancement

#2 - Area definition as part of static dataset files

Issue - State: closed - Opened by joeloskarsson over 1 year ago - 1 comment
Labels: enhancement

#1 - Multi-GPU training

Issue - State: closed - Opened by joeloskarsson over 1 year ago - 1 comment
Labels: bug

GitHub / mllam/neural-lam issues and pull requests