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Open Source Science

https://github.com/cboettig/forecasts-darts-framework

Experimental example workflows with the darts framework

https://github.com/cboettig/forecasts-darts-framework

Science Score: 23.0%

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
  • ○
    DOI references
  • ○
    Academic publication links
  • ✓
    Committers with academic emails
    1 of 3 committers (33.3%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (0.7%) to scientific vocabulary
Last synced: 11 months ago · JSON representation

Repository

Experimental example workflows with the darts framework

Basic Info
  • Host: GitHub
  • Owner: cboettig
  • License: mit
  • Language: Jupyter Notebook
  • Default Branch: main
  • Size: 1.15 MB
Statistics
  • Stars: 3
  • Watchers: 1
  • Forks: 2
  • Open Issues: 0
  • Releases: 0
Created over 4 years ago · Last pushed about 2 years ago
Metadata Files
Readme License

README.md

forecasts-darts-framework

Experimental example workflows with the darts framework

Owner

  • Name: Carl Boettiger
  • Login: cboettig
  • Kind: user
  • Company: UC Berkeley

GitHub Events

Total
  • Watch event: 1
Last Year
  • Watch event: 1

Committers

Last synced: about 1 year ago

All Time
  • Total Commits: 45
  • Total Committers: 3
  • Avg Commits per committer: 15.0
  • Development Distribution Score (DDS): 0.044
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Carl c****g@g****m 43
QuinnThomas r****s@v****u 1
Carl Boettiger c****g@g****m 1
Committer Domains (Top 20 + Academic)
vt.edu: 1

Issues and Pull Requests

Last synced: about 1 year ago

All Time
  • Total issues: 0
  • Total pull requests: 1
  • Average time to close issues: N/A
  • Average time to close pull requests: about 1 hour
  • Total issue authors: 0
  • Total pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
Pull Request Authors
  • rqthomas (1)
Top Labels
Issue Labels
Pull Request Labels

Dependencies

requirements.txt pypi
  • Cython ==0.29.30
  • LunarCalendar ==0.0.9
  • Markdown ==3.3.7
  • Pillow ==9.1.1
  • PyMeeus ==0.5.11
  • PyYAML ==6.0
  • Pygments ==2.12.0
  • Werkzeug ==2.1.2
  • absl-py ==1.0.0
  • aiohttp ==3.8.1
  • aiosignal ==1.2.0
  • argon2-cffi ==21.3.0
  • argon2-cffi-bindings ==21.2.0
  • asttokens ==2.0.5
  • async-timeout ==4.0.2
  • attrs ==21.4.0
  • backcall ==0.2.0
  • beautifulsoup4 ==4.11.1
  • bleach ==5.0.0
  • cachetools ==5.2.0
  • certifi ==2022.5.18.1
  • cffi ==1.15.0
  • charset-normalizer ==2.0.12
  • cmdstanpy ==0.9.68
  • convertdate ==2.4.0
  • cycler ==0.11.0
  • darts ==0.19.0
  • decorator ==5.1.1
  • ephem ==4.1.3
  • executing ==0.8.3
  • fonttools ==4.33.3
  • frozenlist ==1.3.0
  • fsspec ==2022.5.0
  • google-auth ==2.6.6
  • google-auth-oauthlib ==0.4.6
  • grpcio ==1.46.3
  • hijri-converter ==2.2.4
  • holidays ==0.13
  • idna ==3.3
  • importlib-metadata ==4.11.4
  • ipython ==8.4.0
  • jedi ==0.18.1
  • joblib ==1.1.0
  • kiwisolver ==1.4.2
  • korean-lunar-calendar ==0.2.1
  • lightgbm ==3.3.2
  • llvmlite ==0.38.1
  • matplotlib ==3.5.2
  • matplotlib-inline ==0.1.3
  • multidict ==6.0.2
  • nfoursid ==1.0.0
  • numba ==0.55.2
  • numpy ==1.22.4
  • oauthlib ==3.2.0
  • packaging ==21.3
  • pandas ==1.4.2
  • parso ==0.8.3
  • patsy ==0.5.2
  • pexpect ==4.8.0
  • pickleshare ==0.7.5
  • plotly ==5.8.2
  • pmdarima ==1.8.5
  • prompt-toolkit ==3.0.29
  • prophet ==1.0.1
  • protobuf ==3.20.1
  • ptyprocess ==0.7.0
  • pure-eval ==0.2.2
  • pyDeprecate ==0.3.2
  • pyarrow ==8.0.0
  • pyasn1 ==0.4.8
  • pyasn1-modules ==0.2.8
  • pycparser ==2.21
  • pyparsing ==3.0.9
  • pystan ==2.19.1.1
  • python-dateutil ==2.8.2
  • pytorch-lightning ==1.6.4
  • pytz ==2022.1
  • requests ==2.27.1
  • requests-oauthlib ==1.3.1
  • rsa ==4.8
  • scikit-learn ==1.1.1
  • scipy ==1.8.1
  • setuptools-git ==1.2
  • six ==1.16.0
  • soupsieve ==2.3.2.post1
  • stack-data ==0.3.0
  • statsforecast ==0.5.5
  • statsmodels ==0.13.2
  • tbats ==1.1.0
  • tenacity ==8.0.1
  • tensorboard ==2.9.0
  • tensorboard-data-server ==0.6.1
  • tensorboard-plugin-wit ==1.8.1
  • threadpoolctl ==3.1.0
  • torch ==1.11.0
  • torchmetrics ==0.9.0
  • tqdm ==4.64.0
  • traitlets ==5.3.0
  • typing-extensions ==4.2.0
  • ujson ==5.3.0
  • urllib3 ==1.26.9
  • wcwidth ==0.2.5
  • webencodings ==0.5.1
  • xarray ==2022.3.0
  • yarl ==1.7.2
  • zipp ==3.8.0
.github/workflows/daily_forecast.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-renv v2 composite
requirements-gpu.txt pypi
  • Cython ==0.29.30
  • LunarCalendar ==0.0.9
  • Markdown ==3.3.7
  • Pillow ==9.1.1
  • PyMeeus ==0.5.11
  • PyYAML ==6.0
  • Pygments ==2.12.0
  • Werkzeug ==2.1.2
  • aiohttp ==3.8.3
  • aiosignal ==1.3.1
  • appdirs ==1.4.4
  • async-timeout ==4.0.2
  • attrs ==21.4.0
  • backcall ==0.2.0
  • cachetools ==5.2.0
  • catboost ==1.1.1
  • certifi ==2022.5.18.1
  • charset-normalizer ==2.0.12
  • clikit ==0.6.2
  • cloudpickle ==2.2.0
  • cmdstanpy ==1.0.8
  • contourpy ==1.0.6
  • convertdate ==2.4.0
  • crashtest ==0.3.1
  • cycler ==0.11.0
  • darts ==0.23.0
  • decorator ==5.1.1
  • ephem ==4.1.3
  • executing ==0.8.3
  • fonttools ==4.33.3
  • frozenlist ==1.3.0
  • fsspec ==2022.5.0
  • graphviz ==0.20.1
  • hijri-converter ==2.2.4
  • holidays ==0.18
  • httpstan ==4.9.1
  • idna ==3.3
  • joblib ==1.2.0
  • kiwisolver ==1.4.2
  • korean-lunar-calendar ==0.2.1
  • lightgbm ==3.3.3
  • lightning-utilities ==0.5.0
  • llvmlite ==0.39.1
  • marshmallow ==3.19.0
  • matplotlib ==3.6.2
  • multidict ==6.0.2
  • nfoursid ==1.0.1
  • numba ==0.56.4
  • numpy ==1.22.4
  • nvidia-cublas-cu11 ==11.10.3.66
  • nvidia-cuda-nvrtc-cu11 ==11.7.99
  • nvidia-cuda-runtime-cu11 ==11.7.99
  • nvidia-cudnn-cu11 ==8.5.0.96
  • oauthlib ==3.2.0
  • packaging ==22.0
  • pandas ==1.5.2
  • parso ==0.8.3
  • pastel ==0.2.1
  • patsy ==0.5.3
  • pexpect ==4.8.0
  • pickleshare ==0.7.5
  • plotly ==5.11.0
  • pmdarima ==2.0.2
  • prompt-toolkit ==3.0.29
  • prophet ==1.1.1
  • protobuf ==3.20.1
  • ptyprocess ==0.7.0
  • pure-eval ==0.2.2
  • pyDeprecate ==0.3.2
  • pyarrow ==10.0.1
  • pyasn1 ==0.4.8
  • pyasn1-modules ==0.2.8
  • pycparser ==2.21
  • pylev ==1.4.0
  • pyod ==1.0.7
  • pyparsing ==3.0.9
  • pysimdjson ==5.0.2
  • pystan ==3.6.0
  • python-dateutil ==2.8.2
  • pytorch-lightning ==1.8.6
  • pytz ==2022.1
  • requests ==2.27.1
  • rsa ==4.8
  • scikit-learn ==1.2.0
  • scipy ==1.8.1
  • setuptools-git ==1.2
  • shap ==0.41.0
  • six ==1.16.0
  • slicer ==0.0.7
  • soupsieve ==2.3.2.post1
  • statsforecast ==1.4.0
  • statsmodels ==0.13.5
  • tbats ==1.1.2
  • tenacity ==8.0.1
  • tensorboard-data-server ==0.6.1
  • tensorboard-plugin-wit ==1.8.1
  • tensorboardX ==2.5.1
  • threadpoolctl ==3.1.0
  • torch ==1.13.1
  • torchmetrics ==0.11.0
  • tqdm ==4.64.0
  • traitlets ==5.3.0
  • typing_extensions ==4.2.0
  • ujson ==5.3.0
  • urllib3 ==1.26.9
  • wcwidth ==0.2.5
  • webargs ==8.2.0
  • webencodings ==0.5.1
  • xarray ==2022.12.0
  • xgboost ==1.7.2
  • yarl ==1.7.2
  • zipp ==3.8.0