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dev-python/mlforecast

Scalable machine learning based time series forecasting

Screenshots

  • mlforecast-1.0.2
    ~amd64 ~x86
    all aws azure dask dev gcp polars ray spark python_targets_python3_11 python_targets_python3_12 python_targets_python3_13 python_targets_python3_14

    View      Download      Browse     License: Apache Software License 2.0   
    Overlay: pypi

Runtime Dependencies

mlforecast-1.0.2





dev-python/cloudpickle[python_targets_python3_11
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,python_targets_python3_12
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?
,python_targets_python3_13
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?
,python_targets_python3_14
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?
]




dev-python/coreforecast[python_targets_python3_11
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?
,python_targets_python3_12
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?
,python_targets_python3_13
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?
,python_targets_python3_14
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?
]




dev-python/fsspec[python_targets_python3_11
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,python_targets_python3_12
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?
,python_targets_python3_13
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?
,python_targets_python3_14
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?
]




dev-python/optuna[python_targets_python3_11
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,python_targets_python3_12
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?
,python_targets_python3_13
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?
,python_targets_python3_14
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?
]




dev-python/pandas[python_targets_python3_11
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,python_targets_python3_12
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?
,python_targets_python3_13
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?
,python_targets_python3_14
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?
]




dev-python/scikit-learn[python_targets_python3_11
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,python_targets_python3_12
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?
,python_targets_python3_13
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?
,python_targets_python3_14
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?
]




dev-python/utilsforecast[python_targets_python3_11
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,python_targets_python3_12
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?
,python_targets_python3_13
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?
,python_targets_python3_14
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?
]

dask?
      ( dev-python/fugue[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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      ?
] )

dask?
      ( dev-python/dask[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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      ?
] )

dask?
      ( dev-python/lightgbm[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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      ?
] )

dask?
      ( dev-python/xgboost[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
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      ?
] )

ray?
      ( dev-python/fugue[python_targets_python3_11
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      ?
,python_targets_python3_12
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,python_targets_python3_13
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      ?
,python_targets_python3_14
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      ?
] )

ray?
      ( dev-python/lightgbm-ray[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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      ?
] )

ray?
      ( dev-python/xgboost-ray[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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      ?
] )

spark?
      ( dev-python/fugue[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

spark?
      ( dev-python/pyspark[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
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      ?
] )

spark?
      ( dev-python/lightgbm[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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      ?
] )

spark?
      ( dev-python/xgboost[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

aws?
      ( dev-python/fsspec[python_targets_python3_11
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,python_targets_python3_12
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      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

azure?
      ( dev-python/fsspec[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

gcp?
      ( dev-python/fsspec[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

polars?
      ( dev-python/polars[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( >=dev-python/black-24.0[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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] )

dev?
      ( dev-python/datasetsforecast[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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] )

dev?
      ( dev-python/gitpython[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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] )

dev?
      ( dev-python/holidays[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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] )

dev?
      ( dev-python/lightgbm[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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] )

dev?
      ( dev-python/matplotlib[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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] )

dev?
      ( dev-python/mlflow[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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] )

dev?
      ( dev-python/mypy[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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      ?
] )

dev?
      ( dev-python/nbdev[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( >=dev-python/numpy-2.0[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
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      ?
] )

dev?
      ( >=dev-python/pandas-2.2.2[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
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] )

dev?
      ( dev-python/pre-commit[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
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      ?
] )

dev?
      ( dev-python/polars[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( dev-python/pyarrow[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
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      ?
] )

dev?
      ( dev-python/ruff[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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      ?
] )

dev?
      ( dev-python/setuptools[python_targets_python3_11
            (-)
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,python_targets_python3_12
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      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( dev-python/statsmodels[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

dev?
      ( dev-python/xgboost[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/gitpython[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/pyarrow[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/matplotlib[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/ruff[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/lightgbm-ray[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/xgboost-ray[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/nbdev[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/fsspec[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/lightgbm[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

all?
      ( dev-python/dask[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

python_targets_python3_11?
      ( dev-lang/python:3.11 )

python_targets_python3_12?
      ( dev-lang/python:3.12 )

python_targets_python3_13?
      ( dev-lang/python:3.13 )

python_targets_python3_14?
      ( dev-lang/python:3.14 )