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# name: rs_tools | ||
channels: | ||
- conda-forge | ||
dependencies: | ||
- python=3.11 | ||
# Standard Libraries | ||
- numpy # Numerical Linear Algebra | ||
# - scipy # Scientific Computing | ||
# - scikit-image | ||
- xarray | ||
- rioxarray | ||
- goes2go | ||
- earthaccess | ||
- eumdac | ||
- pyinterp | ||
# - conda-forge::torchgeo | ||
- pandas # Data structure | ||
- scikit-learn # Machine Learning | ||
# - joblib # Parallelization | ||
# PLOTTING LIBRARY | ||
- matplotlib # standard plotting library | ||
- seaborn # Stats viz library | ||
# - conda-forge::hvplot | ||
# Storage | ||
- netCDF4 | ||
- zarr | ||
- h5netcdf | ||
- nvidia/label/cuda-12.2.0::cuda | ||
# - gdal>=3.4.1,<=3.6.3 | ||
# - h5py | ||
# GUI | ||
- ipywidgets | ||
- ipykernel | ||
- tqdm | ||
- pip | ||
- pip: | ||
- toolz | ||
- typer | ||
- einops | ||
# PYTORCH | ||
- torch | ||
- torchvision | ||
- lightning | ||
# - git+https://github.com/spaceml-org/InstrumentToInstrument.git@development | ||
# formatting | ||
- black | ||
- pylint | ||
- isort | ||
- flake8 | ||
- mypy | ||
- pytest | ||
- pre-commit | ||
# Notebook stuff | ||
- autoroot | ||
- pyprojroot | ||
- python-dotenv | ||
# logging | ||
- loguru | ||
# plotting | ||
- celluloid | ||
- corner | ||
- tabulate | ||
# experiment | ||
- hydra-core | ||
- hydra-zen | ||
- wandb | ||
|
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