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GitHub / unit8co / darts
A python library for user-friendly forecasting and anomaly detection on time series.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/unit8co%2Fdarts
Stars: 6,894
Forks: 767
Open Issues: 235
License: apache-2.0
Language: Python
Repo Size: 166 MB
Dependencies:
76
Created: over 5 years ago
Updated: 3 months ago
Last pushed: 4 months ago
Last synced: 4 months ago
Commit Stats
Commits: 897
Authors: 101
Mean commits per author: 8.88
Development Distribution Score: 0.792
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/unit8co/darts
Topics: anomaly-detection, data-science, deep-learning, forecasting, machine-learning, python, time-series
Files
Dependencies
- conda-build
- conda-verify
- python >=3.7
- actions/cache v1 composite
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/setup-python v1 composite
- codecov/codecov-action v2 composite
- actions/cache v1 composite
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/setup-python v1 composite
- s0/git-publish-subdir-action v2.2.0 composite
- actions/cache v1 composite
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/setup-python v1 composite
- codecov/codecov-action v2 composite
- actions/cache v2 composite
- actions/cache v1 composite
- actions/checkout v2 composite
- actions/create-release latest composite
- actions/setup-python v1 composite
- hrzn/github-tag-action master composite
- s0/git-publish-subdir-action v2.2.0 composite
- stefanzweifel/git-auto-commit-action v4.1.6 composite
- jupyter/base-notebook python-3.9.5 build
- catboost >=1.0.6,<1.2.0
- holidays >=0.11.1
- joblib >=0.16.0
- lightgbm >=3.2.0
- matplotlib >=3.3.0
- nfoursid >=1.0.0
- numpy >=1.19.0
- pandas >=1.0.5,<2.0.0
- pandas >=1.0.5
- pmdarima >=1.8.0
- prophet >=1.1.1
- pyod >=0.9.5
- requests >=2.22.0
- scikit-learn >=1.0.1
- scipy >=1.3.2
- shap >=0.40.0
- statsforecast >=1.4
- statsmodels >=0.14.0
- tbats >=1.1.0
- tqdm >=4.60.0
- typing-extensions *
- xarray >=0.17.0
- xgboost >=1.6.0
- black ==22.3.0 development
- flake8 ==4.0.1 development
- isort ==5.11.5 development
- pre-commit * development
- pytest-cov * development
- pyupgrade ==2.31.0 development
- testfixtures * development
- bump2version ==1.0.1
- docutils ==0.17.1
- ipykernel ==5.3.4
- ipython ==8.10.0
- ipywidgets ==7.5.1
- jinja2 ==3.0.3
- m2r2 ==0.3.2
- nbsphinx ==0.8.7
- numpydoc ==1.1.0
- papermill ==2.2.2
- pydata-sphinx-theme ==0.7.2
- recommonmark ==0.7.1
- sphinx ==4.3.2
- sphinx-automodapi ==0.14.0
- sphinx_autodoc_typehints ==1.12.0
- twine ==3.3.0
- pytorch-lightning >=1.5.0
- tensorboardX >=2.1
- torch >=1.8.0