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https://github.com/ai2cm/fv3net

explore the FV3 data for parameterization

https://github.com/ai2cm/fv3net

Science Score: 13.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ○
    .zenodo.json file
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    DOI references
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    Academic publication links
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    Academic email domains
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (3.3%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

explore the FV3 data for parameterization

Basic Info
  • Host: GitHub
  • Owner: ai2cm
  • License: mit
  • Language: Python
  • Default Branch: master
  • Size: 198 MB
Statistics
  • Stars: 16
  • Watchers: 11
  • Forks: 3
  • Open Issues: 101
  • Releases: 5
Created almost 7 years ago · Last pushed over 1 year ago
Metadata Files
Readme Changelog Contributing License

README.md

fv3net

CircleCI

Improving the GFDL FV3 model physics with machine learning. See the documentation for more information on using this suite of tools.

Disclaimer: This is a work in progress.

Owner

  • Name: ai2cm
  • Login: ai2cm
  • Kind: organization
  • Location: Seattle WA, USA

AI2 Climate Modeling

GitHub Events

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  • Pull request event: 4
  • Create event: 2
Last Year
  • Watch event: 1
  • Delete event: 1
  • Push event: 6
  • Pull request review comment event: 5
  • Pull request review event: 5
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  • Create event: 2

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Top Authors
Issue Authors
  • frodre (1)
Pull Request Authors
  • frodre (6)
  • elynnwu (6)
  • spencerkclark (5)
  • brianhenn (2)
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Issue Labels
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Dependencies

docker/artifacts/requirements.in pypi
  • pyyaml *
external/fv3gfs-fortran.requirements.in pypi
  • cftime >=1.2.1
  • jinja2 *
  • mpi4py >=3.0.3
  • netCDF4 >=1.4.2
  • numpy >=1.16
  • pace-util >=0.7.0
  • pkgconfig *
  • pyyaml >=5
  • xarray >=0.15.1
external/fv3kube/requirements.txt pypi
  • fsspec *
  • fv3config *
  • kubernetes *
  • pytest *
  • pytest-regtest *
  • pyyaml *
external/fv3kube/setup.py pypi
  • fsspec >=0.7.4
external/loaders/setup.py pypi
  • cannot *
  • fsspec >=0.7.4
  • joblib >=0.16.0
  • m2r2 *
  • numpy >=1.18.4
  • pyyaml >=5.3.0
  • toolz >=0.10.0
  • vcm *
  • xarray >=0.15.1
  • zarr >=2.4.0
external/synth/setup.py pypi
  • dask ==2.
  • fsspec >=0.7.3
  • toolz ==0.
  • xarray ==0.
  • zarr ==2.
pip-requirements.txt pypi
  • apache-beam *
  • bump2version *
  • conda-lock *
  • fsspec >=0.9.0
  • fv3config >=0.9.0
  • gcsfs >=2021.6.0
  • h5netcdf >=0.12.0
  • holoviews *
  • hypothesis *
  • intake *
  • ipython >=7.29.0
  • jupyterlab *
  • nc-time-axis >=1.4.1
  • numba *
  • numcodecs >=0.7.2
  • pace-util >=0.9.0
  • pip-tools *
  • plotly *
  • pre-commit *
  • pytest-mpl *
  • pytest-regtest *
  • recommonmark *
  • sphinx >=1.4
  • sphinx-argparse *
  • sphinx-gallery *
  • sphinx_rtd_theme *
  • streamlit *
  • tensorflow >=2.3
  • tox *
  • xarray >=0.19.0
  • xpartition >=0.2.0
  • yq *
  • zarr >=2.5.0
projects/microphysics/requirements.in pypi
  • typer *
  • wandb *
workflows/diagnostics/requirements.txt pypi
  • bokeh *
  • cartopy *
  • cftime *
  • fsspec *
  • gcsfs *
  • google-cloud-storage *
  • h5netcdf *
  • holoviews *
  • intake *
  • intake-xarray *
  • numpy *
  • pytest *
  • toolz *
  • xarray *
workflows/post_process_run/requirements.txt pypi
  • backoff *
  • cftime *
  • click *
  • dask *
  • fsspec *
  • gcsfs *
  • netCDF4 *
  • numpy *
  • pyyaml *
  • toolz *
  • xarray *
  • zarr *
workflows/prognostic_c48_run/requirements.in pypi
  • dacite *
  • hypothesis *
  • jsonschema *
  • pace-util >=0.9.0
  • sphinx *
  • sphinx_rtd_theme *
docker/artifacts/Dockerfile docker
  • ubuntu 20.04 build
docker/dataflow/Dockerfile docker
  • apache/beam_python3.8_sdk ${BEAM_VERSION} build
docker/fv3fit/Dockerfile docker
  • nvidia/cuda 11.2.2-cudnn8-runtime-ubuntu20.04 build
docker/fv3fit_torch/Dockerfile docker
  • nvidia/cuda 11.3.1-cudnn8-runtime-ubuntu20.04 build
docker/fv3net/Dockerfile docker
  • build latest build
  • jupyter/base-notebook ubuntu-20.04 build
docker/post_process_run/Dockerfile docker
  • bld latest build
  • ubuntu 20.04 build
docker/prognostic_run/Dockerfile docker
  • ${BASE_IMAGE} latest build
  • bld latest build
docker/prognostic_run_shield/Dockerfile docker
  • ubuntu@sha256 9101220a875cee98b016668342c489ff0674f247f6ca20dfc91b91c0f28581ae build
docker/prognostic_scream_run/Dockerfile docker
  • condaforge/mambaforge ${MAMBAFORGE_VERSION} build
docker/ufs_utils/Dockerfile docker
  • ubuntu 20.04 build
projects/reservoir/era5/Dockerfile docker
  • continuumio/miniconda3 23.3.1-0 build
docker/fv3fit_torch/requirements.in pypi
  • torch ==1.12.1
  • torchvision ==0.13.1
docker/prognostic_scream_run/requirements.in pypi
  • absl-py ==1.0.0
  • aiohttp ==3.7.3
  • appdirs ==1.4.4
  • asciitree ==0.3.3
  • astunparse ==1.6.3
  • async-timeout ==3.0.1
  • atomicwrites ==1.4.1
  • attrs ==21.4.0
  • bokeh ==2.4.3
  • cachetools ==4.2.4
  • certifi ==2021.10.8
  • cffi ==1.14.4
  • cftime ==1.6.0
  • chardet ==3.0.4
  • charset-normalizer ==2.0.11
  • click ==8.0.3
  • cloudpickle ==2.0.0
  • configparser ==5.0.2
  • cycler ==0.10.0
  • dacite ==1.6.0
  • dask ==2022.11.1
  • decorator ==4.4.2
  • dgl ==0.9.0
  • dill ==0.3.1.1
  • docker-pycreds ==0.4.0
  • docutils ==0.19
  • entrypoints ==0.3
  • etils ==0.7.0
  • f90nml ==1.1.2
  • fasteners ==0.17.3
  • flatbuffers ==2.0
  • fsspec ==2021.11.1
  • future ==0.18.2
  • gast ==0.5.3
  • gcsfs ==2021.11.1
  • gitdb ==4.0.7
  • gitpython ==3.1.17
  • google-api-core ==1.31.5
  • google-auth ==1.35.0
  • google-auth-oauthlib ==0.4.6
  • google-cloud-core ==1.7.2
  • google-cloud-storage ==2.1.0
  • google-crc32c ==1.3.0
  • google-pasta ==0.2.0
  • google-resumable-media ==2.1.0
  • googleapis-common-protos ==1.54.0
  • grpcio ==1.43.0
  • h5netcdf ==0.12.0
  • h5py ==3.6.0
  • idna ==3.3
  • imageio ==2.13.1
  • imageio-ffmpeg ==0.4.5
  • importlib-metadata ==4.10.1
  • importlib-resources ==5.9.0
  • intake ==0.6.0
  • intake-xarray ==0.3.1
  • ipython-genutils ==0.2.0
  • jinja2 ==2.11.2
  • joblib ==1.1.0
  • keras ==2.8.0
  • keras-preprocessing ==1.1.2
  • lark ==1.1.1
  • libclang ==13.0.0
  • locket ==1.0.0
  • m2r2 ==0.3.3
  • markdown ==3.3.6
  • markupsafe ==1.1.1
  • matplotlib ==3.7.1
  • metpy ==0.12.2
  • mistune ==0.8.4
  • more-itertools ==8.12.0
  • moviepy ==1.0.3
  • msgpack ==1.0.0
  • multidict ==5.1.0
  • netcdf4 ==1.5.5
  • networkx ==2.8.5
  • numcodecs ==0.10.2
  • numpy ==1.25.0
  • oauthlib ==3.2.0
  • opt-einsum ==3.3.0
  • pace-util ==0.9.0
  • packaging ==21.3
  • pandas ==2.0.3
  • partd ==1.1.0
  • pathtools ==0.1.2
  • pillow ==8.4.0
  • pint ==0.15
  • plotly ==4.14.3
  • pluggy ==0.13.1
  • pooch ==1.1.1
  • proglog ==0.1.9
  • promise ==2.3
  • protobuf ==3.19.4
  • psutil ==5.8.0
  • py ==1.11.0
  • pyasn1 ==0.4.8
  • pyasn1-modules ==0.2.8
  • pybind11 ==2.9.1
  • pycparser ==2.20
  • pyparsing ==2.4.7
  • pytest ==7.4.0
  • pytest-regtest ==1.4.4
  • python-dateutil ==2.8.2
  • pytz ==2021.3
  • pyyaml ==6.0
  • requests ==2.27.1
  • requests-oauthlib ==1.3.1
  • retrying ==1.3.3
  • rsa ==4.8
  • scikit-learn ==1.0.2
  • scipy ==1.11.0
  • sentry-sdk ==1.3.1
  • shortuuid ==1.0.1
  • six ==1.16.0
  • smmap ==4.0.0
  • soundfile ==0.10.3.post1
  • subprocess32 ==3.5.4
  • tensorboard ==2.8.0
  • tensorboard-data-server ==0.6.1
  • tensorboard-plugin-wit ==1.8.1
  • tensorflow ==2.8.0
  • tensorflow-datasets ==4.6.0
  • tensorflow-io-gcs-filesystem ==0.23.1
  • tensorflow-metadata ==1.9.0
  • termcolor ==1.1.0
  • tf-estimator-nightly ==2.8.0.dev2021122109
  • threadpoolctl ==3.1.0
  • toml ==0.10.1
  • toolz ==0.10.0
  • torch ==1.12.1
  • torchvision ==0.13.1
  • tornado ==6.1
  • tqdm ==4.62.3
  • traitlets ==4.3.3
  • typing-extensions ==4.0.1
  • urllib3 ==1.26.8
  • wandb ==0.12.1
  • wcwidth ==0.2.5
  • werkzeug ==2.0.2
  • wheel ==0.35.1
  • wrapt ==1.13.3
  • xarray ==2023.6.0
  • xgcm ==0.6.1
  • yarl ==1.6.3
  • zarr ==2.13.2
  • zipp ==3.7.0
external/artifacts/setup.py pypi
external/emulation/setup.py pypi
external/fv3fit/setup.py pypi
external/fv3viz/setup.py pypi
external/mappm/pyproject.toml pypi
external/mappm/setup.py pypi
external/radiation/setup.py pypi
  • numba >=0.54.1
external/report/setup.py pypi
external/vcm/setup.py pypi
external/wandb-query/setup.py pypi
external/xtorch_harmonics/setup.py pypi
  • dask >=2022.11.1
  • numpy >=1.12.1
  • torch >=1.12.1
  • torch_harmonics *
  • xarray >=0.19.0
poetry.lock pypi
projects/reservoir/era5/requirements.txt pypi
  • Jinja2 ==3.1.2
  • MarkupSafe ==2.1.3
  • Pillow ==10.0.0
  • PyYAML ==6.0
  • aiohttp ==3.8.4
  • aiosignal ==1.3.1
  • apache-beam ==2.48.0
  • asciitree ==0.3.3
  • async-timeout ==4.0.2
  • attrs ==23.1.0
  • bokeh ==3.2.0
  • cachetools ==5.3.1
  • certifi ==2023.7.22
  • cftime ==1.6.2
  • charset-normalizer ==3.2.0
  • click ==8.1.4
  • cloudpickle ==2.2.1
  • contourpy ==1.1.0
  • crcmod ==1.7
  • dask ==2023.7.0
  • decorator ==5.1.1
  • dill ==0.3.1.1
  • dnspython ==2.3.0
  • docopt ==0.6.2
  • entrypoints ==0.4
  • fastavro ==1.8.0
  • fasteners ==0.18
  • frozenlist ==1.3.3
  • fsspec ==2023.6.0
  • gcsfs ==2023.6.0
  • google-api-core ==2.11.1
  • google-apitools ==0.5.31
  • google-auth ==2.21.0
  • google-auth-httplib2 ==0.1.0
  • google-auth-oauthlib ==1.0.0
  • google-cloud-bigquery ==3.11.3
  • google-cloud-bigquery-storage ==2.22.0
  • google-cloud-bigtable ==2.17.0
  • google-cloud-core ==2.3.3
  • google-cloud-datastore ==2.16.1
  • google-cloud-dlp ==3.12.2
  • google-cloud-language ==2.10.1
  • google-cloud-pubsub ==2.17.1
  • google-cloud-pubsublite ==1.8.3
  • google-cloud-recommendations-ai ==0.10.4
  • google-cloud-spanner ==3.36.0
  • google-cloud-storage ==2.10.0
  • google-cloud-videointelligence ==2.11.3
  • google-cloud-vision ==3.4.4
  • google-crc32c ==1.5.0
  • google-resumable-media ==2.5.0
  • googleapis-common-protos ==1.59.1
  • grpc-google-iam-v1 ==0.12.6
  • grpcio ==1.56.0
  • grpcio-status ==1.56.0
  • hdfs ==2.7.0
  • httplib2 ==0.22.0
  • idna ==3.4
  • immutabledict ==2.2.5
  • importlib-metadata ==6.8.0
  • locket ==1.0.0
  • multidict ==6.0.4
  • mypy-extensions ==1.0.0
  • netCDF4 ==1.6.4
  • numcodecs ==0.11.0
  • numpy ==1.24.4
  • oauth2client ==4.1.3
  • oauthlib ==3.2.2
  • objsize ==0.6.1
  • orjson ==3.9.2
  • overrides ==6.5.0
  • packaging ==23.1
  • pandas ==2.0.3
  • partd ==1.4.0
  • proto-plus ==1.22.3
  • protobuf ==4.23.4
  • pyarrow ==11.0.0
  • pyasn1 ==0.5.0
  • pyasn1-modules ==0.3.0
  • pydot ==1.4.2
  • pymongo ==4.4.0
  • pyparsing ==3.1.0
  • python-dateutil ==2.8.2
  • pytz ==2023.3
  • rechunker ==0.5.1
  • regex ==2023.6.3
  • requests ==2.31.0
  • requests-oauthlib ==1.3.1
  • rsa ==4.9
  • six ==1.16.0
  • sqlparse ==0.4.4
  • toolz ==0.12.0
  • tornado ==6.3.2
  • typing_extensions ==4.7.1
  • tzdata ==2023.3
  • urllib3 ==1.26.16
  • xarray ==2023.6.0
  • xarray-beam ==0.6.2
  • xyzservices ==2023.5.0
  • yarl ==1.9.2
  • zarr ==2.15.0
  • zipp ==3.16.0
  • zstandard ==0.21.0
workflows/dataflow/examples/diagnostics_to_zarr/setup.py pypi
workflows/dataflow/setup.py pypi
workflows/diagnostics/setup.py pypi
workflows/fine_res_budget/setup.py pypi
workflows/post_process_run/setup.py pypi
workflows/prognostic_c48_run/setup.py pypi
workflows/prognostic_scream_run/requirements.txt pypi
  • dacite >=1.6.0
  • fsspec >=0.9.0
  • py *
  • vcm *
workflows/prognostic_scream_run/setup.py pypi
environment.yml conda
  • cartopy
  • conda-build
  • coverage >=5
  • crcmod
  • ffmpeg
  • gfortran
  • partd
  • pip 20.2.4
  • pyquery >=1.4.0
  • python 3.8.*
  • setuptools 59.8.0
workflows/dataflow/environment.yml pypi
  • apache_beam *
  • google-cloud-storage *