ClimaX - v0.3.1 - Pretraining data download

What's Changed

• Download and preprocess CMIP6 data by @tung-nd in https://github.com/microsoft/ClimaX/pull/31

Full Changelog: https://github.com/microsoft/ClimaX/compare/v0.3.0...v0.3.1

Climate Change - Earth and Climate Modeling - Python
Published by rejuvyesh over 1 year ago

ClimaX - v0.3.0 - Climate projection

What's Changed

• Climate projection task by @tung-nd in https://github.com/microsoft/ClimaX/pull/26
• Update install instructions by @zzz0906 in https://github.com/microsoft/ClimaX/pull/10
• Update checkpoints url by @tung-nd in https://github.com/microsoft/ClimaX/pull/24
• Parallel patch embed for faster execution by @rejuvyesh in https://github.com/microsoft/ClimaX/pull/17

New Contributors

• @zzz0906 made their first contribution in https://github.com/microsoft/ClimaX/pull/10

Full Changelog: https://github.com/microsoft/ClimaX/compare/v0.2.3...v0.3.0

Climate Change - Earth and Climate Modeling - Python
Published by rejuvyesh almost 2 years ago

ClimaX - v0.2.3 - Bugfix release

What's Changed

• Raise an early more informative error when num_workers > 1 for the dataloader.

Full Changelog: https://github.com/microsoft/ClimaX/compare/v0.2.2...v0.2.3

Climate Change - Earth and Climate Modeling - Python
Published by rejuvyesh about 2 years ago

ClimaX - v0.2.2 - Bugfix release

What's Changed

• Make sure version in pyproject.toml corresponds to the tagged release. Thanks to @KikiCS in https://github.com/microsoft/ClimaX/pull/6
• Fix small typo in documentation

New Contributors

• @KikiCS made their first contribution in https://github.com/microsoft/ClimaX/pull/6

Full Changelog: https://github.com/microsoft/ClimaX/compare/v0.2.1...v0.2.2

Climate Change - Earth and Climate Modeling - Python
Published by rejuvyesh about 2 years ago

ClimaX - v0.2.1 - Pretrained checkpoints

What's Changed

• Add support for loading checkpoint from remote URL.
• Release pre-trained checkpoints on 5.625deg CMIP6 data and 1.40625deg CMIP6 data.

Full Changelog: https://github.com/microsoft/ClimaX/compare/v0.2.0...v0.2.1

Climate Change - Earth and Climate Modeling - Python
Published by rejuvyesh about 2 years ago

ClimaX - v0.2.0 - Regional forecast

What's Changed

• Add support for regional forecasting
• Use full variable names everywhere i.e. 2m_temperature instead of short name t2m

Full Changelog: https://github.com/microsoft/ClimaX/compare/v0.1.0...v0.2.0

Climate Change - Earth and Climate Modeling - Python
Published by rejuvyesh about 2 years ago

ClimaX - v0.1.0 - Initial release

• Pretraining setup with CMIP6 sharded data
• Finetuning setup with global forecasting on ERA5 data

Climate Change - Earth and Climate Modeling - Python
Published by rejuvyesh about 2 years ago