GitHub / davitpapikyan / Probabilistic-Downscaling-of-Climate-Variables
Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models
Stars: 16
Forks: 3
Open issues: 0
License: mit
Language: Python
Size: 4.44 MB
Dependencies parsed at:
11
Created at: about 3 years ago
Updated at: over 1 year ago
Pushed at: about 3 years ago
Last synced at: about 1 year ago
Topics: ddpm, diffusion-models, downscaling, iterative-refinement, single-image-super-resolution, super-resolution, t2m, weatherbench
requirements.txt
pypi
- Shapely ==1.8.0
- aim ==3.3.3
- cartopy ==0.19.0.post1
- matplotlib ==3.5.0
- numpy ==1.21.4
- pyproj ==3.3.0
- python-dateutil ==2.8.2
- tensorboard ==2.7.0
- tensorboardX ==2.4.1
- torch ==1.10.0
- xarray ==0.20.2